Projects
Systems I have designed, built and evaluated
Enterprise agent platforms, clinical knowledge graphs, multi-agent data pipelines and a self-directed routing gateway. Each one has a full breakdown — the problem, the architecture, what went wrong, and what I would do next.
Client and employer projects are described only at the level of detail that appears on my public resume. No confidential architecture, data or client specifics are published here.
Athena — Enterprise Agentic AI Platform
Avira Digital Technologies — internal product
Provider-agnostic LLM gateway, MCP tool servers, layered agent memory, guardrails and an LLM-as-judge evaluation harness.
Clinical Knowledge Graph RAG
Avira Digital Technologies — BMS client
A clinical Q&A retrieval system that moved from hybrid-search RAG to Graph RAG once relationship modeling became the real bottleneck.
Agentic Data Structuring & Query Platform
Avira Digital Technologies — BMS client
An orchestrator/sub-agent pipeline that turns raw multi-source data into tagged, queryable records — and answers questions about it in plain English.
Meta-RAG — Adaptive Model-Routing Gateway
Self-directed project
A self-directed inference gateway that classifies query complexity and routes across retrieval strategies and model tiers — then tunes its own thresholds.
Tableau → Power BI Migration Agents
BiHub Solutions (Innovative Office Solutions)
LLM agents and custom XML parsers that converted enterprise Tableau dashboards into Power BI equivalents at 85–90% accuracy.
AI Engineer Portfolio & Personal AI Workspace
Self-directed
This site — a portfolio with a Gemini-grounded assistant, plus a private task system that accepts work updates as plain-text messages from a phone.