Skills & Certifications
A comprehensive technical toolkit built over 25+ years of hands-on engineering and global technology leadership.

Artificial Intelligence (AI).
Built ML solutions identifying customer patterns, purchase histories, and browsing activity. Deployed AI-driven insights tools and agentic decision-making workflows across enterprise platforms at 1C Platform, Notes AI, and Neural Mindmap from PoC through full production.
Large Language Models (LLM).
Implemented custom LLM systems for conversational AI, automated code auditing, and intelligent document processing. Applied LLMs in multi-cloud architectures across Azure, AWS, and GCP including custom retrieval-augmented generation (RAG) pipelines.
Agentic AI Development.
Designed agentic workflows for autonomous decision-making and AI-powered process automation. Integrated conversational AI with custom LLM systems and built agentic automation frameworks with HIPAA/GDPR-compliant data pipelines.
Agentic Workflows.
Pioneered AI work processes for decision automation and intelligent tooling. Built multi-step agentic pipelines that orchestrate AI agents across ingestion, reasoning, and action layers for enterprise-grade reliability.
Agentic Automation.
Automated repetitive enterprise workflows using AI agents at 1C Platform covering code review, QA validation, compliance checks, and data consolidation reducing manual effort by 40%.
Machine Learning.
Applied ML across e-commerce personalization, supply chain optimization, and cloud infrastructure. Built models for customer pattern recognition, product rating analysis, and predictive analytics using Python, TensorFlow, and AWS SageMaker.
Natural Language Processing (NLP).
Integrated NLP into automated code auditing, QA validation, and product quality systems. Applied entity extraction, sentiment analysis, and semantic search across legal, healthcare, and e-commerce domains.
Text-to-Speech Synthesis.
Implemented TTS systems for conversational AI interfaces, including HIPAA-compliant healthcare applications and custom LLM-powered voice interaction systems at Notes AI.
Artificial Neural Networks.
Designed neural network architectures for decision automation and financial reporting (Power BI dashboards with ML-backed forecasting). Applied deep learning for agentic AI tools and GDPR-compliant global data applications.
Amazon Web Services (AWS).
Certified AWS Solutions Architect (Professional). Built custom platform architectures on AWS for global data pipelines, e-commerce scaling, EDI integration, and mobile app backends. Deployed Kubernetes clusters, Lambda functions, and S3-based data lakes.
Microsoft Azure.
Architected scalable Azure cloud infrastructure for ERP modernization, SharePoint collaboration, and data analytics at 1C Platform. Reduced operational costs by 40% through Azure-native DevOps pipelines and identity management frameworks.
Google Cloud Platform (GCP).
Implemented multi-cloud strategies spanning AWS, Azure, and GCP. Used GCP for global data pipelines, 3PL network expansion, and automated code auditing infrastructure achieving unified observability across cloud environments.
DevOps.
Established and governed end-to-end software development lifecycles with CI/CD pipelines, automated testing gates, and product gating processes. Built custom CRM and task management systems to manage internal and remote engineering teams across 5+ organizations.
Cybersecurity.
Designed zero-trust security frameworks and data governance systems for HIPAA/GDPR compliance. Led global cybersecurity programs at MGM Resorts, implementing centralized IAM and automated compliance monitoring across multi-cloud environments.
Data Governance.
Built data governance frameworks with system harmonization for regulatory compliance. Fostered MVP cultures for proof-of-concept validation, standardized metadata management, and enforced data privacy standards across global healthcare and e-commerce applications.
Software Development.
25+ years of full-stack software development spanning web, mobile, ERP, CRM, and AI systems. Led migrations from ASP.NET/PHP/WordPress stacks to unified Java-based platforms, established SDLC governance frameworks, and championed 'Code Less, Build More' reuse strategies.
Web Development.
Directed strategy and development for hundreds of websites migrating multi-platform ASP.net, PHP, and WordPress sites to single unified Java-based architectures. Built web services, EDI integrations, and SAP-connected enterprise portals.
Web Applications.
Built enterprise web applications for remote camera viewing (RTSP/RTMP), custom CRM portals, and e-commerce platforms. Migrated legacy ActiveX-based systems to modern browser-native solutions across surveillance and training platforms.
Web Services API.
Designed RESTful and SOAP web services for EDI/SAP integration, e-commerce platforms, and multi-cloud data orchestration. Applied API-first design principles enabling seamless third-party integrations across 7 major enterprise environments.
JavaScript.
Applied JavaScript extensively from early jQuery-era web development through modern ES2023 building CRM portals, remote camera web apps, and full-stack SaaS products. Mastered both vanilla JS and modern frameworks over 20+ years of production use.
Python.
Used Python for ML pipelines, data engineering, cloud automation, and AI model development. Built global 3PL network applications, automated SDLC tooling, and multi-cloud DevOps scripts. Certified via Introduction to Programming Using Python.
Java.
Led migration of multiple fragmented websites to single Java-based enterprise platforms. Built mobile apps for DVR/NVR/IP camera systems, custom CRM solutions, and JSP-based web portals accumulated across 20+ years in enterprise environments.
React.js.
Built user experience platforms, technology roadmap dashboards, and digital experience automation tools using React.js at 1C Platform. Championed component-driven architecture and reusable design systems across engineering teams.
Node.js.
Implemented Node.js backends for multi-cloud applications, SDLC tooling, and e-commerce microservices at Lorex Technology and 1C Platform. Used in real-time API layers and DevOps automation scripts.
.NET Framework.
Led ASP.NET development for enterprise websites, remote camera viewing applications using RTSP/RTMP streams, and SDLC tooling. Directed eventual migration of legacy .NET systems to modern Java/cloud-native architectures.
Active Server Pages (ASP).
Built enterprise web applications with ASP and ASP.NET from early-2000s corporate portals to remote camera viewing systems. Led the strategic migration away from ActiveX to browser-native RTSP/RTMP streaming solutions.
JavaServer Pages (JSP).
Developed JSP-based enterprise portals for web services, remote camera applications, and e-commerce platforms. Applied JSP as part of Java EE migrations from ASP.NET/PHP fragmented architectures.
Software Development Life Cycle (SDLC).
Established and governed SDLC processes across 5+ organizations implementing technical project management, product gating, automated QA checks, and real-time bug validation systems. Standardized delivery from requirements through deployment.
Software Quality Assurance.
Built automated code auditing frameworks with real-time bug validation and browser automation for product quality assurance. Implemented Selenium and Katalon-based test suites, cutting defect escape rates significantly across FLIR and 1C Platform.
Software Project Management.
Managed multi-million-dollar software portfolios across 5+ companies. Applied Agile, Scrum, and hybrid methodologies governing product roadmaps, vendor relationships, sprint planning, and cross-functional team delivery.
Mobile Application Development.
Built multiple mobile apps for digital video recorders, NVRs, and IP cameras for remote viewing published on the App Store. Led iOS/Android development using Swift, Objective-C, and React Native across consumer and enterprise markets.
iOS Development.
Developed iOS apps from Objective-C through Swift including surveillance apps (DVR/NVR), AI-powered tools with agentic workflows, and HIPAA-compliant healthcare applications. Published apps available on the Apple App Store.
React Native.
Built cross-platform mobile applications at 1C Platform using React Native enabling code reuse between iOS and Android for surveillance, e-commerce, and enterprise tools. Applied multi-cloud backends (AWS/Azure/GCP) with React Native frontends.
Swift.
Applied Swift for iOS camera apps, ML-powered mobile solutions (customer pattern recognition), and custom cloud-connected applications on AWS/Azure/GCP. Transitioned legacy Objective-C codebases to Swift across multiple products.
Front-End Development.
Led front-end strategy across 6 companies from ASP.NET/PHP web portals to modern React.js and React Native apps. Delivered enterprise surveillance platforms, LMS systems, and e-commerce frontends used by millions globally.
User Interface Design.
Designed UI systems for web, mobile, and enterprise dashboards. Applied design thinking to reduce cognitive load in complex surveillance and ERP interfaces improving user satisfaction by 45% at Infrared Training Center.
User Experience (UX).
Championed user-centered design across mobile apps, e-commerce platforms, and enterprise tools. Applied UX research, usability testing, and iterative design sprints to align technology delivery with end-user needs.
Enterprise Resource Planning (ERP).
Led ERP strategy across CPM, FLIR, and 1C Platform including SAP migration from legacy systems, EDI integration, and Azure-based ERP modernization. Delivered 40% service delivery improvements and $500K+ annual savings through ERP optimization.
Customer Relationship Management (CRM).
Architected custom CRM systems from scratch at CPM (2001) and 1C Platform including task management, employee tracking, web service/EDI integration, and multi-cloud CRM backends on AWS/Azure/GCP.
Software as a Service (SaaS).
Built and scaled SaaS products at Qwirey, 1C Platform, Notes AI, and Neural Mindmap. Applied 'Code Less, Build More' reuse strategies, automated SDLC, and real-time bug validation to standardize SaaS delivery pipelines.
E-Commerce.
Directed e-commerce platforms at Lorex, FLIR, Cosmo Music, and 1C Platform including SAP migrations, global 3PL network expansion, omni-channel commerce cloud migrations, and digital transformation for B2C/B2B markets.
eCommerce.
Everything about running a successful online business from platform architecture and digital strategy to customer acquisition, retention, and revenue optimization. Led e-commerce platforms at Lorex, FLIR, Cosmo Music, and 1C Platform across B2B and B2C markets globally.
Online Sales.
Drove online sales growth through optimized merchandising, product catalog management, and promotional strategies. Built and refined product listing systems across Lorex, FLIR, and 1C Platform to increase conversion rates and average order value.
Digital Strategy.
Defined and executed end-to-end digital strategies across e-commerce, cloud, and AI platforms. Translated vision into actionable technology roadmaps aligning product, engineering, and marketing to drive measurable business outcomes.
SEO.
Applied data-driven SEO strategies including keyword research, structured metadata, page listings optimization, and performance analytics. Improved organic search rankings across e-commerce platforms at Lorex and 1C Platform through continuous measurement and iteration.
Email Marketing.
Designed and executed email marketing campaigns delivering highly relevant and unique content to segmented audiences. Integrated email systems with CRM and e-commerce platforms to drive repeat purchases and improve customer lifetime value.
SEM (Search Engine Marketing).
Managed SEM campaigns across Google Ads and paid search channels optimizing bids, ad copy, and landing pages to maximize conversion rates and lower cost per acquisition (CPA). Applied continuous A/B testing to campaign performance.
Web Design.
Designed customer-focused websites aligned at driving traffic and conversion. Applied UX principles and visual hierarchy to guide shoppers from discovery to purchase building e-commerce frontends at Lorex, FLIR, Cosmo Music, and 1C Platform.
Web Development (eCommerce).
Built customer-centered e-commerce web platforms with robust functionality from product catalog engines and cart systems to SAP/EDI integrations and omni-channel cloud migrations. Delivered scalable, high-availability architectures for B2C and B2B commerce.
Web Analytics.
Implemented web analytics frameworks to measure everything traffic sources, funnel drop-offs, conversion rates, and customer behavior. Used Google Analytics, Power BI, and custom dashboards to turn data into actionable decisions for e-commerce growth.
Customer Acquisition.
Built customer acquisition ecosystems combining SEO, SEM, email, and content strategies to grow traffic and increase lifetime value. Designed multi-channel funnels at 1C Platform and Lorex that aligned marketing spend with measurable revenue outcomes.
Customer Engagement.
Developed customer engagement programs communicating updates, collecting feedback, and increasing retention. Integrated engagement tools with CRM and e-commerce platforms to build loyalty loops and reduce churn across B2B and B2C markets.
Funnel Optimization.
Analyzed and improved the overall shopping cart experience by identifying and resolving funnel drop-off points. Applied conversion rate optimization (CRO) techniques, A/B testing, and user journey analysis to improve checkout completion rates.
Team Management.
Led cross-functional e-commerce and technology teams to achieve common goals through clear ownership, accountability, and collaborative culture. Managed teams of 100+ across engineering, product, marketing, and operations at FLIR, 1C Platform, and MGM Resorts.
Branding.
Developed branding strategies that connect emotionally with customers, reward loyalty, and cultivate long-term brand affinity. Applied brand thinking to digital experiences, product positioning, and omni-channel communications at Cosmo Music and 1C Platform.
Product Sensibility.
Promoted and merchandised sites in a visually appealing way combining product knowledge, market insight, and design sensitivity. Applied product sensibility to catalog curation, homepage storytelling, and campaign visuals that drove engagement and sales lift.
Cross-functional Team Leadership.
Led cross-functional teams of 100+ engineers, product managers, and operations staff across 8 organizations globally. Developed unified SDLC governance, broke down silos between engineering and business units, and drove a culture of accountability and continuous delivery.
Digital Transformation.
Led end-to-end digital transformations at Cosmo Music, MGM Resorts, FLIR, and 1C Platform migrating legacy architectures to cloud-native systems, modernizing e-commerce, and deploying AI-driven workflows that reduced timelines by 40%.
Agile Methodologies.
Championed Agile adoption across Cosmo Music, FLIR, and 1C Platform. Implemented Scrum ceremonies, sprint planning, and retrospectives transitioning waterfall-heavy enterprises to iterative, value-driven delivery cycles.
P&L Management.
Owned P&L for technology divisions managing $35M+ budgets at FLIR and 25% YoY revenue growth at 1C Platform. Applied financial modeling to SAP/ERP migrations and SaaS platforms to maximize ROI and maintain client satisfaction above 9/10.
Computer Vision.
Applied computer vision algorithms for thermal imaging analysis at FLIR Systems and real-time object detection in surveillance systems at Lorex and Digimerge. Built video analytics engines processing live feeds for motion detection and anomaly identification.
Generative AI.
Integrated generative AI into production applications at Notes AI, Neural Mindmap, and 1C Platform. Applied image generation, text synthesis, and code generation capabilities across mobile apps, enterprise automation, and customer-facing tools.
Retrieval-Augmented Generation (RAG).
Built RAG pipelines augmenting LLMs with real-time retrieved context from vector stores and knowledge bases. Implemented semantic search layers, chunking strategies, and embedding models for domain-specific AI systems at 1C Platform and Neural Mindmap.
Prompt Engineering.
Developed systematic prompt engineering frameworks for enterprise AI applications. Applied chain-of-thought, few-shot, and system prompt strategies to improve LLM output quality and consistency across production pipelines.
MLOps.
Established MLOps practices including model versioning, drift detection, automated retraining pipelines, and CI/CD for ML models. Built monitoring frameworks that tracked model performance degradation across production AI systems.
Data Science.
Applied data science across e-commerce analytics, customer intelligence, and AI platform development. Used Python, Pandas, NumPy, and visualization tools to extract actionable insights from massive enterprise datasets at FLIR, Lorex, and 1C Platform.
Recommendation Systems.
Built collaborative filtering and deep learning recommendation engines for e-commerce platforms at Lorex and FLIR. Increased average order value through intelligent cross-sell and personalized product discovery powered by real-time behavioural signals.
Vector Databases.
Implemented vector database solutions for semantic search, RAG pipelines, and knowledge graph retrieval. Applied Pinecone, Weaviate, and pgvector to power sub-100ms similarity search across millions of embeddings in production AI systems.
Kubernetes.
Deployed and managed Kubernetes clusters across AWS EKS, Azure AKS, and GCP GKE. Implemented Helm charts, horizontal pod autoscaling, and GitOps workflows to standardize container orchestration across multi-cloud production environments.
Docker.
Containerized enterprise applications using Docker at FLIR, 1C Platform, and Lorex. Standardized development environments, built optimized multi-stage Dockerfiles, and implemented container security scanning within CI/CD pipelines.
Terraform.
Implemented infrastructure as code using Terraform across multi-cloud environments. Authored reusable module libraries, enforced policy-as-code with Sentinel, and automated environment provisioning to eliminate configuration drift and snowflake servers.
Serverless Architecture.
Designed event-driven serverless platforms using AWS Lambda, Azure Functions, and Step Functions. Reduced infrastructure costs and operational overhead while achieving auto-scaling from zero to thousands of concurrent executions at Neural Mindmap and 1C Platform.
CI/CD Pipelines.
Built and governed CI/CD pipelines across GitHub Actions, Azure DevOps, Jenkins, and AWS CodeBuild. Implemented quality gates, automated security scans, and blue/green deployment strategies that cut FLIR's deployment time from days to hours.
Monitoring & Observability.
Implemented unified observability stacks combining Prometheus, Grafana, ELK, and Datadog across enterprise environments. Built custom dashboards, intelligent alerting, and distributed tracing that reduced MTTR and improved SLO adherence.
Redis.
Applied Redis for session management, caching layers, rate limiting, and real-time pub/sub messaging. Implemented Redis Cluster for high-availability deployments handling millions of operations per second across e-commerce and surveillance platforms.
Apache Kafka.
Built event-driven data pipelines using Kafka for real-time data ingestion, microservice decoupling, and ML feature pipelines. Deployed Kafka clusters handling hundreds of thousands of events per second at 1C Platform and FLIR Systems.
Identity & Access Management (IAM).
Designed enterprise IAM frameworks spanning AWS IAM, Azure Active Directory, and GCP IAM. Implemented zero-trust architectures, RBAC policies, and federated identity systems at MGM Resorts, FLIR, and 1C Platform.
TypeScript.
Applied TypeScript across React and Node.js applications to improve code quality and team productivity. Implemented strict type checking, generic utility types, and discriminated unions that reduced runtime errors and improved developer experience at 1C Platform.
SQL.
Applied advanced SQL across Oracle, PostgreSQL, MySQL, and SQL Server for CRM systems, data warehouses, and analytics platforms. Optimized complex queries, designed normalized schemas, and built stored procedures handling millions of records daily.
PostgreSQL.
Used PostgreSQL as the primary relational database across multiple enterprise applications. Implemented advanced indexing, partitioning strategies, and pgvector extensions for AI search capabilities at Notes AI and Neural Mindmap.
MongoDB.
Implemented MongoDB document stores for flexible schema data including user profiles, product catalogs, and AI conversation histories. Applied aggregation pipelines and Atlas Search for full-text indexing across enterprise applications.
GraphQL.
Designed GraphQL APIs enabling clients to request exactly the data they need. Implemented schema stitching, DataLoader patterns for N+1 prevention, and subscription-based real-time updates across SaaS platforms at 1C Platform.
REST API Design.
Designed RESTful APIs following industry best practices across 18+ enterprise projects. Applied resource-based URL design, versioning strategies, pagination, and OpenAPI documentation standards enabling seamless third-party integrations.
Microservices Architecture.
Migrated monolithic architectures to microservices at Lorex, FLIR, and 1C Platform. Established service ownership models, API contracts, and domain-driven design principles that improved deployment independence and team autonomy.
C#.
Applied C# and .NET across enterprise web applications and backend services. Used in ASP.NET MVC solutions, WCF web services, and Windows-based enterprise tools before leading migrations to Java and cloud-native architectures.
PHP.
Built PHP-based web platforms at CPM Marketing Group including custom CMS solutions and enterprise portals. Applied PHP as part of multi-platform legacy portfolios before directing migrations to unified Java-based enterprise architectures.
Git & Version Control.
Applied Git-based version control and branching strategies across all engineering organizations. Implemented GitFlow, trunk-based development, and automated code review workflows that standardized source control practices at FLIR, 1C Platform, and Lorex.
System Design.
Designed large-scale distributed systems serving millions of users. Applied CAP theorem trade-offs, consistent hashing, caching strategies, and database sharding to architect resilient platforms across surveillance, e-commerce, and AI domains.
Event-Driven Architecture.
Designed event-driven systems using Kafka, EventBridge, Azure Event Hubs, and SNS/SQS. Applied CQRS, event sourcing, and saga patterns to decouple microservices and enable reliable asynchronous processing at enterprise scale.
Angular.
Built enterprise Angular applications for internal tools and B2B portals. Applied Angular's module architecture, reactive forms, and RxJS observables to deliver complex dashboard interfaces at FLIR Systems and 1C Platform.
Vue.js.
Applied Vue.js for rapid frontend development of internal tooling and admin dashboards. Used Vue's reactive data binding and component system to prototype and ship lightweight web interfaces alongside heavier React.js production builds.
Objective-C.
Developed iOS applications in Objective-C for surveillance and security platforms at Lorex and FLIR Systems. Maintained and extended large Objective-C codebases before leading strategic migrations to Swift across multiple iOS product lines.
UX/UI Design.
20+ years of UX/UI design leadership delivering digital products across eCommerce, SaaS, mobile, and enterprise platforms. Led design teams at FLIR Systems, Lorex Technology, Dahua Technology, Cosmo Music, and Open Edification. Conducted user research, created wireframes, prototypes, and high-fidelity mockups using Figma, Adobe XD, Sketch, and InVision. Championed customer-first design philosophy ensuring every interaction is intuitive, accessible, and conversion-optimized.
Wireframing & Prototyping.
Created wireframes, user flows, site maps, and clickable prototypes for web and mobile products across surveillance, eCommerce, SaaS, and charity platforms. Used Figma, Sketch, Adobe XD, and InVision to rapidly iterate from concept to validated prototype before engineering handoff.
Design Systems.
Built and maintained comprehensive design systems and style guides for organizations including FLIR (60+ country sites), Lorex, Dahua, and Cosmo Music. Established visual identity, component libraries, business visualizing rules, and responsive design standards enabling consistent brand execution at scale.
Usability Testing.
Ran structured usability testing programs for web and mobile applications at FLIR Systems and Raymarine. Applied user research methodologies, A/B testing, behavior analysis, and heuristic evaluations to validate design decisions and improve task completion rates.
Figma.
Primary design tool for UX/UI design work across all recent projects. Used Figma for component-based design systems, interactive prototypes, developer handoff, and collaborative real-time design reviews across distributed teams.
Adobe XD & Creative Suite.
Extensive use of Adobe Creative Suite including Photoshop, Illustrator, XD, Premiere, Animate, and InDesign for digital product design, brand identity, marketing assets, and motion design. Certified in Adobe Digital Publishing.
Information Architecture.
Designed information architectures for complex digital products including eCommerce platforms (Running Warehouse, Lorex), SaaS dashboards (Raymarine), and multi-product portals (Muscle & Strength). Created site maps, taxonomy structures, and navigation systems that reduced user friction and improved findability.
Visual Communication.
Applied visual communication principles across digital products, brand identity systems, and marketing materials. Designed compelling visual hierarchies, color systems, and typography that balanced aesthetics with conversion goals across B2C and B2B contexts.
Android Development.
Built Android applications for surveillance system management, DVR/NVR remote viewing, and enterprise mobile tools. Developed in Java and Kotlin, integrating RTSP streaming and cloud backends for real-time video monitoring across Lorex and FLIR.
Kotlin.
Applied Kotlin for modern Android development across surveillance and enterprise mobile applications. Leveraged Kotlin coroutines for asynchronous operations and data classes for cleaner code during migrations from Java Android codebases.
SwiftUI.
Built modern iOS interfaces using SwiftUI for AI-powered applications at Notes AI and Neural Mindmap. Applied declarative UI patterns, animations, and state management to deliver intuitive, responsive mobile experiences on the App Store.
Progressive Web Apps (PWA).
Implemented Progressive Web Apps with offline capabilities, push notifications, and app-like experiences for e-commerce platforms. Applied service workers, Web App Manifests, and caching strategies to bridge web and native app experiences.
Web Accessibility (WCAG).
Applied WCAG 2.1 accessibility standards across enterprise web and mobile applications. Implemented semantic HTML, keyboard navigation, ARIA attributes, and color contrast compliance to ensure inclusive digital experiences.
Responsive Design.
Designed and implemented responsive layouts using CSS Grid, Flexbox, and mobile-first methodologies. Ensured consistent, performant experiences across desktop, tablet, and mobile for e-commerce, LMS, and enterprise platforms serving millions of users.
SAP.
Led SAP migrations from legacy ERP systems at Lorex and 1C Platform. Implemented SAP HANA data modeling, Hybris e-commerce integration, and custom BAPI/RFC interfaces connecting SAP to modern web services and EDI transaction sets.
EDI Integration.
Overhauled EDI ecosystems standardizing transaction sets across web transactions (850/855/810), inventory (846/852/830), and shipping (856/940/945). Automated validation workflows and built real-time monitoring dashboards at Lorex Technology.
Power BI.
Built executive Power BI dashboards with DAX measures, semantic models, and incremental refresh for financial reporting at FLIR and 1C Platform. Implemented row-level security and governance frameworks for enterprise-wide BI deployment.
Microsoft SharePoint.
Implemented SharePoint for enterprise collaboration, document management, and intranet portals. Integrated SharePoint with ERP workflows, Azure Active Directory, and Power BI reporting at 1C Platform and FLIR Systems.
Supply Chain Management.
Built automated supply chain management systems with real-time inventory tracking, cross-border warehousing, and global 3PL network orchestration. Delivered platforms handling fulfillment across 50+ countries at FLIR and Lorex Technology.
Business Analysis.
Applied structured business analysis across every major initiative spanning requirements gathering, process mapping, stakeholder alignment, and gap analysis. Translated complex business needs into actionable technology specifications across 8 organizations.
Vendor Management.
Managed strategic vendor relationships with Microsoft, Google, AWS, Adobe, SAP, and system integrators. Negotiated enterprise contracts, SLAs, and partnership agreements generating $50M+ in partnership revenue at FLIR Systems.
Product Management.
Led product strategy, roadmap governance, and cross-functional delivery across 15+ enterprise products. Applied customer insight pipelines, competitive intelligence, and OKR-linked prioritization to drive data-driven product decisions at Lorex, FLIR, and 1C Platform.
Change Management.
Directed organizational change management programs at Cosmo Music, MGM Resorts, and FLIR. Led culture transformation, executive communication, and adoption campaigns ensuring technology initiatives achieved intended business outcomes.
Technical Strategy.
Defined multi-year technology roadmaps translating business vision into architectural direction. Aligned engineering investment with strategic priorities, managing trade-offs between innovation velocity, technical debt, and operational reliability across 8 organizations.
Talent Development.
Built engineering leadership pipelines through structured mentorship, competency frameworks, and career development programs. Grew technical leads into architects and senior managers across FLIR, 1C Platform, and Infrared Training Center.
Budget Management.
Managed technology budgets up to $35M at FLIR Systems, including capital planning, vendor negotiations, and cost optimization initiatives. Applied financial modeling to guide infrastructure investment decisions and demonstrate ROI to executive stakeholders.
OKRs & Goal Setting.
Implemented OKR frameworks across engineering organizations to cascade company objectives to team and individual contributions. Built real-time OKR dashboards enabling transparent progress tracking and alignment reviews at 1C Platform and FLIR.
Stakeholder Management.
Managed complex stakeholder ecosystems spanning C-suite executives, board members, investors, and technical teams across 8 organizations. Delivered executive communications, board presentations, and investor updates aligned to technology strategy.
Innovation Culture.
Built entrepreneurship-within-teams cultures at 1C Platform, FLIR, and Infrared Training Center. Implemented structured POC frameworks, hackathons, innovation time allocation, and cross-team showcase forums that accelerated experimentation and reduced time-to-insight.
Remote Team Management.
Managed globally distributed engineering teams across North America, Europe, and Asia. Applied async-first communication practices, transparent tooling, and outcome-driven management to maintain high performance and team cohesion across time zones.
Shopify.
Built and optimized Shopify storefronts for direct-to-consumer brands including app stack curation, theme performance optimization, Shopify Plus checkout customization, and integration with Klaviyo, Gorgias, and third-party fulfilment systems.
Klaviyo.
Architected full-funnel email and SMS automation in Klaviyo including welcome series, abandoned cart, post-purchase, win-back, and VIP flows. Implemented predictive segments, smart send time, and AI-powered product recommendations driving 20-40% email revenue lift.
Ecommerce Automation.
Built end-to-end ecommerce automation across order management, inventory sync, customer tagging, email/SMS flows, and fulfilment orchestration. Automated systems supporting nine-figure revenue at Lorex and FLIR with zero manual order touchpoints.
Conversion Rate Optimization (CRO).
Ran systematic CRO programs combining heatmap analysis, session recording, A/B testing, and user research. Optimized product pages, checkout flows, and email conversion paths across Lorex, FLIR, and Cosmo Music consistently improving conversion rates 15-35%.
Customer Retention Marketing.
Designed and automated customer retention systems including loyalty programs, win-back sequences, subscription conversion flows, and RFM-based segmentation. Built LTV-maximization programs that increased 90-day repurchase rates by 20-30% at FLIR and Lorex.
Multi-Channel Commerce.
Built multi-channel ecommerce architectures connecting Shopify to Amazon, Google Shopping, social commerce, and wholesale channels. Implemented webhook-based inventory sync, unified order management, and cross-channel customer data unification.
Ecommerce Analytics.
Built ecommerce analytics frameworks covering attribution modeling, cohort analysis, unit economics, and predictive LTV. Implemented Triple Whale, Northbeam, and Klaviyo reporting stacks to connect marketing spend to revenue outcomes.
Fulfilment & Operations Automation.
Designed automated fulfilment systems including carrier rate shopping, 3PL integration, multi-location inventory routing, returns automation, and supply chain orchestration. Led global 3PL network serving 50+ countries at FLIR Systems.
Digital Marketing Automation.
Built full-funnel digital marketing automation connecting paid acquisition, email capture, nurture sequences, and retention flows into systems that operate without manual intervention. Applied Meta Advantage+, Google Performance Max, and Klaviyo automation across DTC brands.
Product Catalog Management.
Managed large-scale product catalogs including PIM architecture, variant/SKU management, SEO-optimized product content, and multi-channel syndication. Directed catalog strategy for Lorex (2000+ SKUs) and FLIR across retail, B2B, and direct channels.
AI that earns its keep in production.
Agents, RAG, and automation shipped with guardrails.

Academic Background
Carnegie Mellon University
Master of Science | Data & AI
2025 Current
Pittsburgh, Pennsylvania
Babson College
Business Administration | Innovation & Leadership
2013 2015
Wellesley, Massachusetts
Asia Pacific University of Technology (APU / APIIT)
Bachelor of Science | Computer Science
1996 1999
Kuala Lumpur, Malaysia
Professional Certifications
Published Work
Digital Transformation and Omni Channel Commerce Cloud Migration
Providing customer-focused, user-friendly experience through cloud migration strategy and omni-channel digital transformation.
Thermal Imaging Device for iPhone CES Launch
Product launch publication covering the development and release of a thermal imaging device for iPhone, presented at CES.

Leadership
VP Technology
25+ years

Full-Stack Dev
Enterprise Systems
20+ years

AI & ML
Neural Mindmap
8+ years

Cloud Architecture
Multi-Cloud Platform
18+ years
Experience That Built These Skills
Projects Where These Skills Were Applied
Deepen Your Knowledge in These Areas
Ecommerce Skill Clusters
The commerce-specific competencies behind the platforms from storefront frameworks to automation and analytics.
Shopify & WooCommerce
Storefront development, theme customisation, Liquid/PHP, and app integrations across Plus and enterprise tiers.
Headless / MACH
React/Next.js storefronts, Storefront API, and best-of-breed SaaS for search, CMS, payments, and personalisation.
Marketing Automation
Lifecycle flows in Klaviyo and HubSpot browse abandonment, cart recovery, post-purchase, and win-back.
CRO & Analytics
GA4, event tracking, attribution modelling, A/B testing frameworks, and real-time revenue dashboards.
From Competency to Business Outcome
Skills are only valuable when they ship. Here is how each competency domain translates into delivered, measurable work across the portfolio.
AI in Production
Turning ML research into revenue recommendation engines, demand forecasting, and LLM support deployed behind A/B tests with monitoring and rollback.
Cloud Architecture
Designing resilient, cost-efficient multi-cloud platforms with Kubernetes, IaC, and SRE practices that keep high-traffic commerce systems online.
Ecommerce Engineering
Building headless and traditional storefronts with sub-second TTI, edge caching, and checkout flows engineered for conversion and trust.
Team Leadership
Structuring engineering organisations around ownership and outcomes hiring, mentoring, and aligning 100+ person teams to business goals.
Security & Compliance
Implementing PCI DSS, GDPR, and HIPAA controls with zero-trust architecture, fraud scoring, and observability across every tier.
Data & Analytics
Building the data infrastructure CDPs, event tracking, attribution, and dashboards that connects engineering output to revenue.
Frameworks Sufi Khan Sulaiman Uses to Review, Build & Design
Sixteen consulting frameworks applied to live CRM, ERP, and web data each mock is paired with tappable actions for reviewing, building, designing, analysing, architecture, and solutions, plus a write-up below.
MECE
AnalysingMECE was formalised by Barbara Minto at McKinsey & Company in the late 1960s as the structuring standard for top-tier consulting analysis. In B2B companies it segments customer accounts, product lines, or cost centres into non-overlapping buckets that together cover the whole so revenue cohort analysis, vendor spend audits, and tech-debt triage never double-count or miss a line item.
5 Whys
AnalysingThe 5 Whys technique originated with Sakichi Toyoda in the 1930s and became a cornerstone of Toyota's lean manufacturing system before spreading to software and services. B2B teams use it to trace a recurring ERP sync failure or a checkout conversion drop through five linked causes until they reach the systemic root, replacing repeated symptom patches with a single durable fix.
Value Disciplines
ReviewingValue Disciplines was introduced by Michael Treacy and Fred Wiersema in their 1995 book 'The Discipline of Market Leaders,' arguing a company must excel at one of three disciplines while meeting threshold on the other two. B2B companies use it to pick whether to lead on operational excellence, product leadership, or customer intimacy, then align opex, hiring, and platform investment behind that single discipline instead of under-funding all three.
Project Triangle
BuildingThe Iron Triangle was articulated by Martin Barnes in 1969 as a project-control model for construction and engineering, later adopted by software and enterprise delivery. B2B teams use it to make scope-cost-time trade-offs explicit on ERP migrations and commerce replatforms, so when a fixed go-live date is non-negotiable, scope cuts or contractor spend are conscious decisions rather than silent quality erosion.
3C's
ReviewingThe 3C's model was developed by Kenichi Ohmae in his 1982 book 'The Mind of the Strategist' as a strategy framework for Japanese industrial firms. B2B companies use it to find defensible whitespace by mapping customer unmet needs, internal capability, and competitor gaps, then positioning where all three intersect so investment flows toward categories the business can actually win rather than crowded me-too segments.
PESTLE
ReviewingPESTLE originated as ETPS in 1967 by Francis Aguilar at Harvard Business School, later expanded to the six forces of Political, Economic, Social, Technological, Legal, and Environmental. B2B companies use it during annual planning and market-entry decisions to scan for regulatory shifts like GDPR or PIPEDA, currency exposure on imported components, and emerging technology threats before they become expensive retrofits to the platform.
Porter's Five Forces
ReviewingPorter's Five Forces was published by Michael Porter in 1979 as a framework for assessing industry attractiveness and competitive pressure. B2B companies use it to size where margin is defensible by scoring rivalry, buyer power, supplier power, new entrants, and substitutes, then shaping strategy to weaken the strongest force whether that means differentiation in a high-rivalry category or lock-in in a high-buyer-power market.
OKRs
BuildingOKRs were created by Andy Grove at Intel in the early 1970s and popularised by John Doerr, who introduced them to Google in 1999. B2B companies use them to tie an ambitious quarterly objective to three to five measurable key results pulled from CRM and ERP data, so engineering, sales, and operations teams share one scoreboard and every initiative is judged by whether it moved a revenue or efficiency outcome.
VRIO
AnalysingVRIO was developed by Jay Barney in 1991 as part of the resource-based view of the firm, evaluating capabilities on four questions: Valuable, Rare, hard to Imitate, and Organized to exploit. B2B companies use it to decide whether a proprietary data pipeline, a BOM configuration engine, or a fulfilment network is a sustained competitive advantage worth deep investment or a table-stakes capability better bought as SaaS and standardised to cut licensing opex.
Eisenhower Matrix
BuildingThe Eisenhower Matrix is attributed to U.S. President Dwight D. Eisenhower, who famously said 'what is important is seldom urgent and what is urgent is seldom important.' B2B delivery teams use it to sort the backlog into Do, Schedule, Delegate, and Delete quadrants, protecting deep architecture work and tech-debt paydown from reactive ticket churn so engineering capacity flows to work that compounds rather than perpetual firefighting.
MoSCoW
BuildingMoSCoW was created by Dai Clegg at Oracle in the 1990s as a prioritisation method for rapid application development and later adopted into DSDM project management. B2B companies use it to label ERP and commerce features as Must, Should, Could, or Won't, so scope is negotiated explicitly against fixed deadlines and budget, protecting the minimum viable release from silent scope creep that delays go-live and inflates cost.
12-Week Year
BuildingThe 12-Week Year was introduced by Brian Moran and Michael Lennington in their 2013 book of the same name, drawing on sports-periodisation and execution psychology. B2B companies use it to compress annual goals into a 12-week sprint with weekly milestones tracked against CRM and ERP KPIs, so under-resourced goals surface in days rather than quarters and execution pace stays urgent enough to finish what matters.
Time Blocking
BuildingTime Blocking has roots in productivity literature from the early 20th century and was popularised for knowledge work by Cal Newport's 2016 book 'Deep Work.' B2B leaders use it to reserve fixed calendar blocks for architecture, vendor evaluation, and BOM analysis before reactive meetings fill the week, protecting the strategic work that opex and tech-debt outcomes depend on from context-switching and meeting churn.
Pareto (80/20)
AnalysingThe Pareto principle was observed by Italian economist Vilfredo Pareto in 1896, who noted that 80% of Italy's land was owned by 20% of the population, and was later generalised by quality-management pioneer Joseph Juran. B2B companies use it to identify the 20% of SKUs, customers, or features driving 80% of revenue or defects, concentrating merchandising, engineering, and account-management effort where it compounds rather than spreading it across the long tail.
SWOT
ReviewingSWOT was developed by Albert Humphrey at Stanford Research Institute in the 1960s during a study of corporate planning failures at Fortune 500 companies. B2B companies use it to consolidate CRM, ERP, and web findings into a single honest picture of internal strengths and weaknesses against external opportunities and threats, grounding strategy in real platform and market evidence rather than aspirational assumptions.
Golden Triangle
DesigningThe Golden Triangle emerged from digital marketing practice in the 2010s as a framework for compounding organic growth without rising paid-acquisition spend. B2B companies use it to align brand authority, content production, and target audience intent so each reinforces the others, reducing customer-acquisition cost and building organic equity that compounds quarter over quarter instead of renting traffic that stops the moment ad spend stops.
Related Articles & Insights
Ecommerce & Digital Automation Expertise
The Mandate: Commerce That Compounds
Ecommerce success used to be about launching a store. Today it is about building a commerce engine a system where storefront, automation, data, and fulfilment reinforce each other and compound revenue over time. The brands that win treat their platform as ecommerce architecture, not a website; they treat their workflows as digital automation, not campaigns; and they treat their data as a customer data platform, not a report.
Two decades of building these systems from a direct-to-consumer channel grown to nine figures, to headless migrations, to AI-powered recommendation engines distil into one principle: every layer should earn its cost in measurable revenue. The project case studies show the builds; the articles explain the thinking; the 55-page strategy guide is the field manual.
The work spans six capability pillars below. Each connects to a deeper resource elsewhere in the portfolio because ecommerce is a system, and a system is only as strong as the links between its parts.
20-40%
Conversion lift
15-25%
Cart recovery
Sub-1s
TTI at peak
10-15%
Revenue via automation
Keep Exploring
The commerce engine is only as strong as the links between its parts. Start with the ecommerce platform architecture that underpins every storefront, then layer in service expertise across automation, AI, and cloud. The ecommerce strategy guide (PDF) distils the full methodology into a downloadable field manual, and the project case studies show those methods applied to real nine-figure builds.
Go deeper into the craft through the technical skills that power the stack, the articles and insights that explain the reasoning behind each decision, and the knowledge base that organises the frameworks into a reference library. The career experience timeline and the about page add the human story behind the work.
Ready to apply it? The tutorials walk through hands-on builds, the applications showcase shipped web and mobile products, and the contact page is the direct line to start a project.
Languages: English (Native Mastery) · French (Intermediate)
Explore the Full Portfolio
This is the complete portfolio of Sufi Khan Sulaiman, a technology leader specialising in B2B commerce and digital automation. Start from the Home page for the overview, then move through two decades of career experience across FLIR Systems, Lorex Technology, and 1c Platform, and the full catalogue of project case studies spanning headless commerce migrations, AI recommendation engines, and multi-channel fulfilment systems.
The skills and certifications page maps the technical and leadership capabilities behind the work, while the articles and the knowledge base break down the thinking into actionable frameworks. For hands-on learning, the tutorials and applications sections cover practical builds from front-end fundamentals to full-stack web apps.
For consulting engagement, the expertise page outlines service offerings, the ecommerce hub covers platform architecture and automation strategy, and the ecommerce guide (PDF) is a downloadable 55-page field manual. When you are ready to talk, the contact page is the direct line.