Lead Software Engineer at Metric Health Solutions building scalable data integration and reporting solutions for healthcare technology. I bring 4+ years of experience across software engineering, data analytics, and AI — bridging technical development with actionable business insights.
- 🎓 BEng Software Engineering — Staffordshire University
- 📜 Graduate Certificates in Big Data Analytics & AI — Georgian College
- 🏆 Innvo8 Competition Award for Innovative Data Analysis
- 🤖 Running a small AI & Data Consulting agency helping SMBs integrate AI and analytics
- 🧠 Building production LLM apps with RAG, agents, tool use & evals across OpenAI, Anthropic and open-weight models
- ⚡ Daily driver of coding agents (Claude Code, Cursor, GitHub Copilot) for shipping faster end-to-end
- 🏀 Passionate about sports analytics — NBA, Cricket & MLB
- 💬 Ask me about Python, C#, Machine Learning, Generative AI & Backend Development
- 💞 Open to collaborating on ML Research and AI Projects
Working with LLMs and agentic systems is a core part of my day-to-day — from prototyping to shipping production-grade workflows.
What I build with LLMs
- Retrieval-Augmented Generation (RAG) pipelines over healthcare and enterprise documents — chunking, hybrid search, reranking and grounded answer generation
- Agentic workflows with tool use, function calling and multi-step planning (LangGraph, LlamaIndex, CrewAI, OpenAI Agents SDK, Anthropic Claude Agent SDK)
- Structured extraction & data enrichment from unstructured clinical/operational data using JSON-mode and constrained decoding
- Evals & guardrails — offline benchmarks, regression tests, prompt versioning and red-team prompts for safety
- Fine-tuning & adaptation — LoRA/QLoRA on open-weight models (Llama, Mistral, Qwen) for domain-specific tasks
- Voice & multimodal experiments combining Whisper, vision models and TTS
Coding agents I use
- Claude Code — primary terminal coding agent for repo-wide refactors, test generation, and end-to-end feature delivery
- Codex — primary terminal coding agent for repo-wide refactors, test generation, and end-to-end feature delivery
- GitHub Copilot — completions and PR review assistance
- Codex - Feature generation, ideation and high level code review
- Custom in-house agents — built with Claude Agent SDK / OpenAI Agents SDK for automating internal workflows (data ingestion, report generation, support triage)
Selected AI projects
- Healthcare reporting copilot — natural-language → SQL over a clinical data warehouse with row-level security and grounded citations
- Document intelligence pipeline — multi-modal extraction (PDFs, scans, tables) with vision-language models and structured output
- Sports analytics agent — autonomous research agent that pulls live stats and generates pre-game NBA/Cricket briefings
- SMB AI starter kits — RAG chatbots, lead-qualification agents and analytics copilots delivered via my consulting practice
- Power Generation Prection Models - Optimized ML and Deep Learning Models for power generation plants
Languages
Frontend & Mobile
Backend & Frameworks
Databases
Cloud & DevOps
Data, ML & BI
LLMs, Agents & GenAI
Coding Agents & Dev Productivity
Testing & Tools
