AI Engineer · LLM/RAG · Full-Stack Developer
AI engineer and full-stack developer with 5+ years shipping to production and an MS in Artificial Intelligence from LUMS. I design and ship AI/RAG platforms, AI chatbots, and fast, SEO-friendly web apps.
Founders, businesses, and teams who need AI features, products, or sites that actually ship.
Ship an MVP or add an AI feature — fast, without cutting corners.
A grounded AI chatbot or assistant over your docs, data, and support content.
RAG systems, agents, automation workflows, and backend/API work.
A fast, SEO-friendly business website that actually converts.
From a focused AI feature to a full product — here's where I help most.
Production RAG systems, AI chatbots, and agentic workflows grounded in your data — with citations, streaming responses, and evaluation built in.
Custom ML/NLP pipelines — model optimization and edge deployment, speech and NLP workflows, and rigorous LLM evaluation.
Fast, SEO-friendly web apps and business sites — from MVP to production, built to be maintainable and to last.
Scalable backends and APIs — FastAPI and Node services, real-time and event-driven systems, and cloud infrastructure on AWS.
Government-scale AI services, RAG platforms, and full-stack products — with the metrics behind them.
Phaedra Solutions
Production FastAPI RAG backend for the MyTT government portal — hybrid retrieval, cited answers, streaming + voice chat, plus an LLM recruitment-matching engine.
Esketchers
A therapist-matching platform serving 30,000+ therapists — rebuilt on Next.js 14 with Angular SSR, reaching 85+ PageSpeed and stronger SEO.
Compressed LLaMA-3.1-8B by 73.6% (15GB → 3.95GB) with a 273% CPU decode speedup — running on a Raspberry Pi 4.
You always know what's happening, why, and what's next.
Maintainable, tested, and built to last — not a throwaway prototype.
Tight feedback loops and working software early and often.
I bridge solid engineering with modern AI, so the AI actually ships.
Tell me what you're building. I'll reply with how I'd approach it.
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