4+ years across enterprise operations, business development, and AI product building. Founder of CBAMbridge — a live agentic AI compliance platform. GGI Impact Fellow. CSPO®.
A double threat shaped by manufacturing quality systems and enterprise information systems.
Shipped products, not just case studies.
Agentic AI platform automating EU carbon border (CBAM) compliance for 10,000+ U.S. exporters. Converts unstructured PDFs into structured emissions data end-to-end, with a LangSmith observability and eval layer.
End-to-end ML pipeline integrating financial time-series, macroeconomic data, and NLP sentiment. Benchmarked ARIMA, XGBoost, and LSTM on Sharpe ratio and directional accuracy across 10 semiconductor firms.
Applying systems-engineering methodology to performance outerwear. Led product definition and go-to-market strategy validated across 3 global markets.
View project →Deep dives into how I think — problem, decision, what broke, and outcome.
How I turned 200 pages of EU climate regulation into a working agentic AI product that converts messy PDFs into audit-ready emissions data — and why the eval framework mattered more than the model.
How SLA breach analysis on a 15,000-user platform exposed a hidden resolution bottleneck — and the escalation redesign that cut mean resolution time by 75%.
A structured product teardown applying MECE decomposition to a retention and distribution problem — competitive strategy, budget allocation, and prioritization under ambiguity.
Competitive global cohort of ~50 fellows. Trained by McKinsey, BCG, and Bain mentors.
Trained in MECE decomposition, hypothesis-driven analysis, and executive communication. Elected to the Product Management & Tech Ethics track.
Thoughts on AI product building, compliance automation, and the job search as an international builder.