AI Tech Specialist @ Microsoft Innovation Labs | Ex-AWS | Building the future of LLM applications
I prototype AI systems, develop internal tooling, and help teams ship production LLM apps. Currently focused on LLM Inference Optimisation Reasoning post-training AI Agents LLM Memory AI UX patterns EvalOps, and AI Security.
- 🔬 GenAI reference architectures for Azure OpenAI
- 🛠️ Developer tooling for LLM app observability
- 📐 Evaluation frameworks for production AI systems
- Building Production AI with Microsoft's Agent Framework: Credit Underwriting Case Study
- Context Engineering with Microsoft Agent Framework's Context Provider API
- Fixing Sparse Retrieval with RAPTOR on Azure AI Search
- The Missing Piece in Graph RAG: Graph Attention Networks
- Tackle Complex LLM Decision-Making with Language Agent Tree Search (LATS) & GPT-4o
📊 GitHub Stats