Portfolio

Portfolio

A curated, verifiable record of shipped work. Every claim links to its source.

Cycode — VP of AI & ML

Cycode is a Leader in the 2026 Gartner Magic Quadrant for Software Supply Chain Security (source). I lead the AI & ML organization behind:

  • Maestro — the first AI security conductor, orchestrating multi-agent workflows. Adoption grew 7.5x; 235 hours saved across 500 analyzed conversations. (source)
  • AI Exploitability Agent — one customer cut triage from >3 days to <1 hour and MTTR for critical risks by 99.4%. (source)
  • Remediation Agent — AI-guided, repository-aware fixes that shorten container-violation lifecycles from days to minutes. (source)
  • Generic secret detection — 70% less detection noise, +19% coverage in one iteration. (source)
  • AI Leak Analyser — turns “hundreds of alerts a day” into 2–5 real leaks to review. (source)

Shopify — Product Understanding (2021–2023)

Led the team that built the ML foundation for Shop App and Shop AI: categorization, attribute extraction, and embeddings on billions of products. Write-up.

Donde Search — VP R&D (acquired by Shopify)

Led ML and engineering building ML-powered product discovery; the company was acquired by Shopify.

Patents & Research