Projects

Agentic AI systems, evals, RAG pipelines, and production patterns.

Finnie — AI Finance Assistant

A production multi-agent AI system with six specialist agents for financial education, portfolio analysis, live market data, goal planning, news synthesis, and tax guidance.

Six specialised agents via LangGraph StateGraph routing
RAG over 50+ curated finance articles with FAISS

PythonLangGraphGemini 2.0 FlashFAISSStreamlitMCP

Agentic Systems Playbook

WIP

Reusable patterns for planning, tool use, memory, and evaluation.

Reusable agent templates
Evaluation harness + metrics

LangGraphRAGEvalsNext.js