We help ambitious teams turn machine intelligence into trusted products.

What we solve

How we work

1. Discover the opportunity

   Co-create the problem statement, validate the data story, and define success metrics before a single line of code.

2. Build measured experiments

   Lightweight prototypes, evaluation harnesses, and user feedback loops expose what is viable, desirable, and scalable.

3. Operationalize for scale

   Embed quality, monitoring, and human oversight so teams can keep shipping responsibly after launch.

• Mar 2022 – Present
  Boogaerts AI
  Founding Principal
  • Lead applied AI engagements for venture-backed startups and enterprise innovation teams, translating ambiguous AI opportunities into shipped products.
  • Established delivery playbooks covering discovery, experimentation, evaluation, and production handover for data & ML teams.
  • Coach engineering leaders on responsible AI governance, incident response, and sustainable model operations.
• Jun 2019 – Feb 2022
  Foundry Labs
  Head of Applied AI
  • Built cross-functional team delivering computer vision and NLP features to 6 SaaS products, increasing activation by 18%.
  • Designed human-in-the-loop review workflows and monitoring dashboards that reduced model regressions by 40%.
  • Introduced lightweight experiment tracking and evaluation harnesses adopted by 4 product squads.
• Sep 2016 – May 2019
  Atlas Ventures
  Staff Machine Learning Engineer
  • Partnered with portfolio companies to deliver ML accelerators, from demand forecasting to anomaly detection.
  • Created reusable feature engineering kits and CI pipelines that cut prototype-to-production time by 35%.
  • Ran founder workshops on responsible AI adoption, covering data governance, evaluation, and rollout strategies.

• Responsible AI Ops Toolkit

  End-to-end evaluation and monitoring stack for production LLM workflows.
• Vision Inspection Platform

  Real-time defect detection for advanced manufacturing lines.
• Product Strategy Copilot

  Internal assistant that accelerates research synthesis for product teams.

No articles yet. We will share practical notes on operational AI soon.