// hello world, I'm
I build AI products that ship | 10+ years | Engineer turned Leader
// about me
I've spent 10+ years turning complex AI ideas into products people actually use. From shipping an enterprise RAG platform serving thousands in just 8 weeks, to building a conversational AI engine that automated 1 million human minutes — I operate at the intersection of hands-on engineering and strategic product leadership. I architect systems (Agentic AI, Conversational AI, data pipelines, cloud-native on AWS/Azure/Kubernetes), write code, lead teams, and make sure what we build creates real business impact. I don't just manage — I build, ship, and scale.
// career path
Abu Dhabi Commercial Bank (ADCB)
Conversational AI Stream | Enterprise RAG Platform
EPAM Systems
Client: ADNOC / AIQ | EnergyAI – World's first large-scale agentic AI for energy
Elerian AI — B2B Conversational AI Startup
CourtCorrect — B2B SaaS Legal Tech
JPMorgan Chase
// built from scratch
Crowdsourced Data Labeling Platform for LLM Alignment
Replaces intrusive online ads with micro data-labeling tasks embedded directly into websites. Built the entire platform from scratch for TII's global CrowdLabel Challenge — won 2nd place for Most Innovative Solution. A full microservices ecosystem with multi-layer QA validation, privacy-first user profiling, and an API gateway orchestrating everything.
Architecture
Multi-Agent Orchestration with Semantic Kernel
Personal R&D project: a 6-agent banking assistant with a semantic orchestrator that routes queries via hybrid intent classification (70% LLM + 30% pattern matching). Agents handle product discovery, onboarding, financial guidance, and cross-selling — with cross-agent data sharing, ZKP-style context handoffs, and a shared skills layer backed by Azure Cosmos DB.
Agent Architecture
Decentralised Data Marketplace on Blockchain
A full-stack decentralised data marketplace where users truly own their data. Handles the entire lifecycle: DID-based identity, AES-256 encrypted storage on IPFS via Pinata, real-time data streaming on the Streamr network (Polygon), and smart contract transactions with zero-knowledge proof verification. Five repos, three languages, one product.
System Design
Full-Stack RAG for Regulatory Document Analysis
Production-grade RAG system for querying financial regulatory documents (ISO 20022, ISO 27001) in natural language. Full-stack with a React frontend, FastAPI backend, Qdrant vector store, and Redis caching. Includes RBAC auth, streaming responses with source citations, and a built-in evaluation framework for relevance scoring and completeness.
Stack
// tech stack
// education
BSc (Hons) Computing with Industrial Experience
University of the West of England
2013 – 2016