AI Systems · Routing
Enterprise AI Workload Intelligence
Routing AI workloads across cost, quality, reliability, latency, sparse-history backoff, and confidence-aware decisioning.
Projects
Systems I built to understand how decisions behave under uncertainty.
Each project has its own article. The article explains the problem, architecture, evaluation, tradeoffs, and what changed after testing it.
Simulation · Risk
RiskForge
A DeFi risk and stress-testing lab covering shock ladders, correlated Monte Carlo simulation, calibration, and liquidation threshold sensitivity.
Distributed Systems · WebRTC
Inference Mesh
A browser-based distributed compute experiment for discovering peers, negotiating direct connections, and routing work across available devices.
Applied NLP · Evaluation
Legal Charge Classification
A multi-stage classification system for standardizing inconsistent legal charge text across jurisdictions with retrieval, ensembles, confidence gates, and LLM review.
Research