Case Studies

Modular, service-oriented AI platform with autonomous decision-making agents, multi-stage ETL pipelines, and hybrid ML engine for enterprise-scale automation.

AI-powered cybersecurity testing framework mapping adversarial behaviors via MITRE ATT&CK, OWASP, CWE/CAPEC, and automated PTES/OSSTMM vulnerability analysis.

CI/CD-integrated automated code auditing framework using Selenium, Katalon Studio, Jenkins, and Dockerized execution for real-time bug validation and product quality assurance.

Organizational transformation from siloed engineering teams to a unified, high-performing organization with clear competency frameworks, engineering leadership pipelines, and autonomous delivery culture.

Enterprise reuse strategy establishing a shared component ecosystem, standardized development framework, and full CI/CD automation to accelerate software delivery across all product lines.

End-to-end conversational AI framework with custom LLM trained on domain-specific corpora, real-time API integrations, GPU-accelerated serving, and governance-compliant audit trails.

Cloud-native data lake on AWS S3 and Azure ADLS Gen2 with API-driven workflow orchestration, Spark/Glue ETL, unified metadata governance, and centralized observability.

Federated multi-cloud architecture spanning AWS, Azure, and GCP with unified ingestion, Kubernetes federation, multi-cloud IAM, and centralized observability.

Enterprise ERP integration framework unifying financial data from legacy systems with real-time Power BI dashboards, semantic modeling, DAX analytics, and governance workflows.

Global data consolidation platform with PHI/PII automated detection, jurisdiction-aware policy engines, consent management, encryption at rest/transit, and automated retention workflows.

End-to-end mobile application strategy for iOS and Android supporting millions of downloads enabling real-time surveillance monitoring, PTZ controls, and video synopsis across DVR/NVR/IP camera ecosystems.

Centralized 3PL integration platform with API-based partner connectivity, cross-border warehousing, dynamic inventory positioning, customs compliance, and advanced fulfillment automation.

Enterprise cross-functional operating model connecting engineering, product, QA, and DevOps with structured advisor, investor, and partner engagement frameworks.

Bespoke CRM and task management platform unifying customer interactions, internal workflows, remote employee management, and financial modules for real-time operational visibility.

Full engineering org redesign aligning teams to the technology roadmap capability assessment, domain-driven structure, targeted upskilling, and cultural transformation.

Enterprise SDLC framework with technical project management, milestone tracking, and formal product gating ensuring every release met quality, security, and compliance standards.

Built a proof-of-concept and MVP delivery culture with structured POC frameworks, feature flags, containerized sandboxes, and entrepreneurship-within-teams mindset.

Systematic product roadmap governance framework combining continuous customer insight pipelines, structured competitive intelligence, and cross-functional validation to drive data-driven prioritization.

Machine learning solution combining collaborative filtering, deep learning, and sentiment analysis to identify customer patterns, purchase histories, browsing activity, and product ratings for personalized recommendations.

Holistic multi-cloud product strategy across Azure, AWS, GCP, and GitHub cloud-agnostic architecture, unified DevOps pipelines with Terraform IaC, and vendor-agnostic containerization standards.

Enterprise-wide technical debt assessment and remediation refactoring brittle codebases, migrating SOAP to REST, modernizing to .NET 7 / Java 17 / Python 3, and cloud-native infrastructure via AKS/EKS and Terraform.

Strategic migration of fragmented ASP.NET, PHP, and WordPress websites into a single unified Java-based enterprise platform with OOP-driven modularity, UX consistency, and SAP integration.

End-to-end digital experience strategy unifying UX design systems, multi-year technology roadmap, API-first architecture, and automation-driven personalization across web and mobile channels.

Modern browser-native remote camera viewing platform replacing legacy ActiveX with RTSP/RTMP streaming, WebSocket transport, adaptive bitrate, and responsive multi-camera UX.

Enterprise modernization of web services, EDI ecosystem, and full SAP migration from legacy ERP including standardized transaction sets, automated validation workflows, and API-first service design.

Organizational transformation building a unified engineering culture rooted in accountability, collaboration, and continuous improvement with competency frameworks, leadership pipelines, and autonomous delivery.

Built a proof-of-concept and MVP delivery culture with structured POC frameworks, feature flags, containerized sandboxes, and entrepreneurship-within-teams mindset.

Comprehensive data governance and cybersecurity program embedding GDPR/CCPA privacy-by-design, zero-trust IAM, automated policy enforcement, and system harmonization across the enterprise.

Enterprise API gateway layer routing traffic across 50+ microservices with rate limiting, circuit breakers, JWT authentication, and distributed tracing for observability.

Enterprise observability platform unifying metrics (Prometheus), logs (ELK), and traces (Jaeger) with custom dashboards, intelligent alerting, and runbook automation.

Centralized feature flag platform enabling granular rollout control, A/B testing infrastructure, and experimentation framework for data-driven product decisions.

Event-driven serverless platform using AWS Lambda, Azure Functions, Step Functions, and Durable Functions for asynchronous task processing, cost optimization, and auto-scaling.

Real-time CDP consolidating data from e-commerce, CRM, surveys, and telemetry into unified customer profiles for personalization, segmentation, and predictive analytics.

Complete e-commerce platform rebuild with headless architecture, product recommendation engine, dynamic pricing, inventory management, and omni-channel fulfillment.

Vendor ecosystem platform enabling third-party integrations, marketplace for partner apps, revenue sharing models, and joint go-to-market strategies.

Interview documentary on how Sufi Khan Sulaiman drove Lorex Technology's eCommerce growth increasing gross margins, leading marketing initiatives, launching new products, and championing digital commerce at a global surveillance market leader.

Complete redesign and relaunch of Lorex.com a customer-focused, user-friendly digital experience for security cameras, wireless cameras, surveillance systems, and support. Led by Sufi Khan Sulaiman, VP of eCommerce & Digital.

Led the product launch of the FLIR Secure Super HD WiFi Security Camera line (FX/FXC series) including the companion iOS/Android app for setup, live viewing, motion detection, cloud recording, and remote management.

Predictive ML solution combining collaborative filtering, deep learning, and sentiment analysis to identify customer behavior patterns, purchase histories, browsing activity, and product ratings for highly personalized recommendations.

NLP solution unifying technical support, concierge services, and sales engagement at MGM Resorts into one intelligent conversational layer with intent recognition, sentiment adaptation, multilingual support, and proactive revenue generation.

Computer vision platform combining image recognition, object detection, and facial recognition to reimagine product interactions enabling instant warranty validation, review aggregation, personalized loyalty rewards, and B2B fraud detection.

Generative AI platform that transforms product marketing by producing beauty shots, promotional copy, and cinematic videos from a single prompt unifying text, image, audio, and video generation with Getty/iStock asset retrieval and personalized campaign delivery.

Next-generation audio intelligence platform leveraging multiple LLMs to gather, filter, and synthesize podcast and web content combined with advanced TTS/speech synthesis for hands-free, conversational knowledge discovery.

Edge-native smart home platform running Python and Node.js directly on IoT devices to bridge Wi-Fi, Z-Wave, and Zigbee ecosystems with local AI for predictive automation, anomaly detection, and voice recognition without cloud dependency.

Personal project: Prototype multimodal LLM integrating MRI, CT, X-ray, ECG, and EEG data into a unified clinical AI platform piloted with Tampa General Hospital and Mayo Clinic to support diagnostic workflows and reduce clinician cognitive load.

Applied the MECE framework to segment 120K CRM customers into mutually exclusive, collectively exhaustive cohorts so retention and win-back campaigns reached distinct audiences with zero overlap.

Used the 5 Whys framework to trace an 18% checkout conversion drop through four layers to an hourly ERP batch job backlog, fixing the sync schedule and recovering conversion without touching the checkout UI.

Scored the business across operational excellence, product leadership, and customer intimacy using ERP and web analytics, confirming customer intimacy as the lead discipline and justifying investment in personalisation over cost-cutting.

Used the Project Triangle to manage an ERP migration with a fixed go-live date, holding scope firm on core modules and flexing cost via contractors to protect the timeline. Every trade-off was documented for the steering committee.

Applied the 3C's model to align customer demand for B2B omnichannel, in-house logistics capability, and competitor weakness online, finding defensible whitespace and directing investment toward a winning position.

Ran a PESTLE scan before European expansion, flagging GDPR/PIPEDA data residency requirements and rising interest rates, shaping the data-residency architecture and pricing model before launch to avoid expensive retrofits.

Assessed competitive pressure in a commodity surveillance category using Porter's Five Forces, finding high buyer power and steering strategy toward differentiation and lock-in rather than a price war.

Set an OKR to lift CLV 15% with key results on repeat rate, AOV, and retention, prioritising engineering work by its impact on those KRs and making under-performance visible in days via a weekly scoreboard.

Used VRIO to test a proprietary data pipeline for value, rarity, imitability, and organization, confirming it as a sustained competitive advantage and justifying deeper investment over a SaaS CDP swap.

Applied the Eisenhower Matrix to sort the engineering backlog into Do, Schedule, Delegate, and Delete, protecting a replatform refactor by scheduling it while delegating ticket churn to a junior and automation.

Scoped an ERP go-live using MoSCoW by locking 12 Musts, scheduling 9 Shoulds, and deferring 4 Won'ts, protecting the launch date without silent scope cuts and producing a scope ledger for future programs.

Ran a 12-Week Year sprint to lift retention 8%, with weekly milestones tracked against CRM repeat-rate data, catching a behind milestone at week 4 and correcting mid-sprint to meet the goal by week 12.

Implemented time blocking to protect architecture deep work, blocking mornings for design and afternoons for review and people work, lifting deep-work ratio from 25% to 60% and shipping a deferred refactor in three weeks.

Applied the Pareto principle to find that 20% of SKUs drove 80% of revenue, refocusing merchandising and inventory investment on the vital few A-class items and automating the C-class long tail to free working capital.

Synthesised a stack audit and market scan into a SWOT, converting a headless stack strength and a QA gap weakness into a plan to automate testing before scaling traffic, grounding strategy in real evidence.

Aligned brand, content, and audience using web and social data so organic growth compounded, shifting the channel mix from 40% paid to 14% paid as organic grew to 62% without increasing ad spend.