AI transformation · Engineering leadership
AI that ships.
Governance that scales.
I lead AI adoption, agentic SDLC governance, and cloud-native engineering teams that turn emerging technology into reliable products and measurable operational value.
Aley, Lebanon · Working across distributed teams

with accountable control.
and systems delivery
improvement
and applied products
with .NET depth
Selected work
Evidence over adjectives.
Four stories at the intersection of AI, operating models, cloud platforms, and engineering outcomes.
AI transformation · Engineering operating model
Agentic SDLC governance
Turning coding-agent ambition into a controlled engineering system that teams can trust, inspect, and improve.Applied AI · Regulated workflow
Healthcare AI workflow
Connecting external healthcare AI capabilities to a cloud-native workflow platform in NHS and hospital contexts.Performance engineering · Product modernization
SmartTime product rescue
Stabilizing a legacy legal-technology product while opening a credible path to cloud-first architecture.Applied AI · Retail intelligence
Computer vision loyalty
Using computer vision and event-driven cloud services to make loyalty recognition work without a physical card.About
I work where ambitious technology meets the discipline required to make it useful.
I’m a software engineering manager and hands-on architecture leader with a long Microsoft-stack foundation and a current focus on responsible AI-enabled delivery.
My work spans engineering leadership, cloud-native SaaS, healthcare workflow, legal technology, product rescue, and applied AI. Across each context, the pattern is the same: understand the system, simplify the decisions, and help teams ship with confidence.
Experience
A progression from code to operating systems.
2022—Now
BigHand
Software Engineering Manager · Software Engineering Lead
Leading AI adoption, agentic SDLC governance, and multiple cloud-native workflow engineering teams across legal and healthcare products.
2021—2022
Iridium Technology
Developer / Consultant
Owned a legal-technology product rescue, performance transformation, and parallel Azure modernization initiative.
2019—2023
KueMinds
Co-Founder · Principal Engineer
Built AI-powered, event-driven products spanning computer vision, retail intelligence, ERP integration, mobile, and web.
2009—2019
CCC
Software Project Manager · Engineering progression
Progressed from junior developer to project manager while building enterprise workflow, forms, BPM, and project-completion systems.
Credentials
Current signals.
Deep foundation.
- 2026Microsoft Certified: AI Transformation Leader
- 2026GitHub Copilot Certification
- 2024Microsoft Certified: Azure Fundamentals
- 2008BSc, Computer Science
What’s next