Projects

Executive Case Studies

Selected enterprise transformations and AI implementations led across the past decade.

Appvance

AI-Driven OCR & Image Recognition Automation

Challenge

Test automation suites suffered high maintenance cost when UI elements shifted across mobile and desktop releases, blocking continuous delivery.

Solution

Led design and rollout of an AI-driven OCR and image-recognition layer that resolved UI elements semantically, paired with backlog redesign and acceptance criteria for AI behavior.

Outcomes

Reduced test-maintenance effort across 4 squads
Higher product reliability and release confidence
Bridged business expectations with AI capabilities

AI / OCRImage RecognitionJiraMobile + Desktop + API

UST Global · Enterprise Clients

Enterprise SaaS Platform Delivery

Challenge

Multinational clients required scalable SaaS / PaaS / IaaS solution architectures with predictable delivery and integrated systems.

Solution

Defined solution architecture and delivery models, coordinated cross-functional engineering teams, and translated customer needs into system-level requirements.

Outcomes

Multiple enterprise programs delivered with integrated architecture
Cross-functional alignment across software, QA and operations
Reusable delivery model for future enterprise engagements

SaaSPaaSIaaSEnterprise Architecture

HPE Network R&D

Systems Reliability & Software Quality Engineering

Challenge

Networking systems required validation cycles measured in months, slowing R&D velocity and obscuring quality signals.

Solution

Built automated testing infrastructure aligned with SDLC and V-model practices, defined KPIs and reliability metrics, and led 50+ engineers across software, hardware and support.

Outcomes

Test cycles reduced from months to hours
Improved system validation coverage and reliability
Data-driven engineering culture and KPI alignment

Test AutomationV-ModelReliability KPIs

Prompt Engineering Ecosystem

Hands-on AI tooling across generation, reasoning and creative pipelines

ChatGPTClaudeGeminiDeepSeekPerplexityMidJourneyStable DiffusionLovableVeoCanva AIJasper AIKling