Selected work

Featured Projects

AI systems and prototypes built around retrieval, agents, orchestration, reliability, and production-minded LLM workflows.

RAG / SQL LangGraph

Aker RAG

Property-scoped AI platform for property-management Q&A across deterministic SQL, governed LLM-to-SQL, and RAG.

Python FastAPI MySQL Qdrant LangGraph

GitHub Read more

Agent Middleware Safety

Emotion-state middleware for LLM agents that simulates affective state as a controlled behavior-modulation layer.

Python Agents LangChain LangGraph Safety

GitHub Read more

Automation Policy-as-Code

Dockerized webhook backend that syncs GitHub PR events with Jira comments and Slack mismatch alerts.

Docker GitHub Jira Slack Arcade

GitHub Read more

Foundations From Scratch

Personal reference repository for foundational AI models, attention mechanisms, neural networks, and VLM fine-tuning.

Python Attention Neural Nets VLM Jupyter

GitHub Read more

Incident Response Simulator

Basic incident simulator that produces service behavior, structured JSON logs, and threshold-based alert events.

Python Docker Logs Alerts Agents

GitHub Read more