All projects.

18 projects, from 2016 to today.

Confidential client Market watching, automated. About 4,000 hours a year given back to the team. demo Confidential client Which deals to chase. Used in three countries, backed by the executives. demo Confidential client Making sense of customer feedback with NLP Year-over-year view of praise vs. criticism by theme and country, searchable down to the comment demo Napolicaffe · 2026–present The e-commerce that runs itself The cost-watch caught a +34% supplier overcharge and the money came back; pricing and restocking now run unattended, support and marketing are next demolive site Napolicaffe · 2022–2024 An online coffee shop that runs itself. Over CHF 500,000 in its first year. live site Confidential client Automating advertising-compliance proof A major relief for the audit team; proof searchable on demand demo Confidential client Untangling multi-table spreadsheets Saved one colleague 3–4 hours every week, with ~10 more facing the same problem to scale to demo Napolicaffe · 2022 Rebranding Napolicaffe A clear identity + a 'love the customer' value proposition (by recollection: ~20% lower bounce rate, slightly higher conversion, not formally measured) live site IDSIA · 2017–2019 Published optimisation research + real systems Published a paper IDSIA · 2017–2018 Rock, paper, scissors: the classroom is the dataset Ran classrooms of 10–20 people end-to-end (crowd photos in, live predictions back) behind an EAAI-18 published activity demo IDSIA · BSc thesis · 2017 Real-time drone trajectory tracker (ROS) GPS wandered by metres; UWB held to decimetres, measured live in the field demo MSc thesis · 2019–2020 Defect detection on metal surfaces A detector that learns what 'normal' looks like and catches defects it was never shown demo Personal project · 2026 A 3D map of what I've studied. 844 bubbles, 1,636 links, live online. live site Personal project · 2026 My own job search, automated. 3,000+ roles scored, 50+ applications filed. demo WeSherpa · Late 2024 – early 2025 WeSherpa: concept to MVP as PM + lead dev Shipped a complete MVP; a disciplined exit when the round didn't close live site Personal project · 2016–2017 Arbitraging an MMO economy with a homemade price tracker 33,292 price readings across 193 items over ~4½ months, and a front-row view of how a resource-infinite economy behaves demo CIPU · 2024–2025 Real stories, turned into an exhibition. Shown in three places in Ticino, reaching over 1,000 people. live site CIPU · 2024–2025 Local news, read closely. 2,174 articles analysed and published, with open data. live site