Selectedwork.

Causal Inference for Education

Estimating what actually moves learning outcomes — quasi-experimental designs, sensitivity analysis, and honest uncertainty bounds for enrollment and intervention decisions.

Program Evaluation Platform

A production pipeline that turns raw enrollment and assessment data into decision-ready causal estimates, with automated balance checks and reproducible specifications.

Applied AI Systems

LLM-backed assistants wired into real operational workflows: evaluation harnesses, retrieval, guardrails, and cost discipline rather than demo-ware.

Market Intelligence Scanner

A parallelized research engine that screens dozens of tickers nightly, scores momentum, valuation and sentiment, and delivers a ranked brief before the open.

Knowledge Digest Pipeline

Nightly ingestion across research feeds and technical blogs, distilled into a morning brief that stays readable instead of becoming another unread backlog.

Portfolio Risk Engine

Risk-aware allocation across max-Sharpe, minimum-variance and hierarchical risk parity, with drawdown, VaR and correlation diagnostics run on every rebalance.