Work

Case studies

A sampling of AI systems I've designed and built. Some client identifiers are shown with permission; others are anonymized. The case studies describe implemented systems; client details are anonymized where required.

Vector Companion screenshot

Local AI desktop assistant with multi-agent personas, voice conversation, tool use, and persistent memory. Working application, not a mockup.

PythonFastAPIPyTorchTauriReactOllamaChromaDB
Automated Lead Intelligence Pipeline screenshot

Six-stage scheduled pipeline that processes hundreds of government records, ranks potential membership leads, and delivers Excel workbooks with no manual steps during routine runs.

PythonFastAPICloud Runn8nGemini API
TSG Forge Bot screenshot
Gaming Community

TSG Forge Bot

RAG-powered Discord bot for the Halo Infinite Forge community -- documentation Q&A, flowchart generation, and automatic wiki article creation.

TypeScriptPythonFastAPIChromaDBOllamaDiscord.js
Market Analysis & Alerting System screenshot

Client-hosted trading intelligence platform with local AI inference, licensed real-time market data, web research, and multi-channel alerting.

PythonFastAPIDuckDBNumPyStreamlitOllamaDataBento
AI Phone Receptionist Hardening screenshot

Structural improvements to an AI phone receptionist — phase-gated tools, lean prompts, barge-in detection, and a deterministic test harness.

Node.jsTypeScriptTwilioxAI GrokFastAPIDuckDB

More case studies available on request. Let me know what you're looking for.