Projects

A mix of AI-adjacent tools, data pipelines, and small web experiences that balance practicality and play.

Quokka – On-prem Knowledge Assistant

Simple, tough little on-prem RAG pipeline that turns English questions into grounded SOP answers using Ollama and a local vector store.

RAGOllamaChroma/QdrantOn-prem

SmallAI – Log Query Rewriter

Hybrid rules + embeddings to clean up human log/alert queries and make search tools behave like they understand English.

AIInfraTooling

League of Legends Coaching Pipeline

Data pipeline that ingests Riot match data, engineers features, and produces simple coaching insights per role.

Data engineeringAnalyticsGames

Blackjack Saloon

Western-saloon themed blackjack game. Focused on clean state management and playful UI touches.

GameJSFrontend