Work
Projects
Research, products, and experiments. Things I've built or shipped.
Featured
Regulus AI
Solo-built regulatory intelligence platform monitoring legislation, agency rulemaking, and enforcement across jurisdictions, scoring each signal by risk. A RAG reasoning pipeline (Claude) turns a 72-hour research lag into executive briefs in seconds.
DEDICATE, Multi-Agent Clinical AI
NIST-funded, 8-agent LLM diagnostic system for sleep disorders, built with UPMC. A five-layer LangChain + ChromaDB RAG pipeline and a 224-persona generator reach 87.8% faithfulness, 94% retrieval, and a 100% safety pass rate across 1,000+ cases.
Other Projects
Agent Alignment Evaluation Workbench
activeFully local tool (Streamlit + Ollama/Qwen3) evaluating AI-agent alignment inside simulated org hierarchies, scoring responses on the RICE framework (Robustness, Interpretability, Controllability, Ethicality). Behavioral flagging auto-detects deception, power-seeking, and self-preservation.
LLM Red-Team Harness
activeOpen-source, provider-agnostic framework (OpenAI, Anthropic, HuggingFace) for adversarial LLM evaluation across jailbreak, prompt injection, privacy leakage, harmful instructions, misinformation, and bias, with a modular, severity-tiered scoring architecture.
Red-Team Policy Analyzer
activePython/SQL pipeline generating adversarial prompt variations across 5 jailbreak framing patterns and 15+ attack vectors spanning a 5-domain harm taxonomy, surfacing policy coverage gaps where over 30% of variations return unsafe.
ML Fairness Auditor
activePython/SQLite pipeline training and auditing three classifiers on the UCI Adult Income dataset (48,842 samples) for bias across sex, race, and age, operationalizing demographic parity, disparate impact, equalized odds, and calibration error with significance testing.