Focus & Background
01 / PROFILEI build data platforms and machine learning systems from initial theoretical foundations to scalable production platforms.
My work spans causal inference on clinical RNA sequencing data, geospatial soil intelligence platforms, and zero-to-one full-stack applications. Outside engineering, I spend time on summits in the Alps, in woodcraft, through auteur cinema, and composing soundscapes.
Engineering Practice
- Full-stack data platforms TypeScript / Python
- Causal ML & high-throughput pipelines PyTorch
- Geospatial analytics & map visualizers Mapbox / GIS
- Cross-platform mobile apps Flutter
Explorations
- Alpine summits & trail running Wilderness
- Visual beauty in complex data Data-Viz
- Auteur & world cinema Film
- Minimalist & electronic sound Synthesis
Ventures & Leadership
02 / VENTURESScaled from idea to revenue in one year. Architected and engineered the data-driven agricultural soil intelligence platform, processing global datasets with interactive geospatial visualization and farmer-facing analytics.
Shipped from 0 to MVP in two quarters. Cross-platform mobile app for personalized skincare, full-stack Firebase architecture, on-device/cloud Computer Vision models for skin analysis, and LLM recommendation agents.
Engineered the full-stack B2C platform for immune health, connecting high-throughput automated RNA blood analysis pipelines directly to user-facing applications.
Advisory on machine learning architecture, MLOps, and scalable software pipelines for clinical RNA sequencing analysis and biomarker discovery.
Career & Education
03 / CV| 2025 — Present | Peau — Founding Engineer | Skincare AI / Flutter / Firebase |
| 2024 — Present | Muno — Founding Engineer | Immune Health / RNA-Seq |
| 2023 — Present | Soilytix — CTO & Founding Engineer | Soil Intelligence / Next.js |
| 2024 — Present | Hummingbird Diagnostics — Architect Advisor | ML Architecture / MLOps |
| 2020 — 2024 | Hummingbird Diagnostics — ML Scientist | Causal ML / PyTorch / Graph Nets |
| 2019 — 2020 | AMLab (Max Welling Lab, UvA) — Research Intern | Deep Learning / SLURM |
| 2019 | BMW Group — ML Engineer Intern | PySpark / Palantir / Dash |
| 2017 — 2018 | Bürgerwerke eG — Full-stack Web Developer | Ruby on Rails |
| 2018 — 2020 | University of Amsterdam — M.Sc. Artificial Intelligence | GPA 4.0/4.0 · cum laude |
| 2014 — 2017 | Heidelberg University — B.Sc. Applied Computer Science | GPA 3.58/4.0 · Computer Vision |
Selected Software & Open Source
04 / CODESound, Cinema & Photography
05 / MEDIAVisual vignette capturing street cats in Istanbul (Jan 2023). Music: Altın Gün (Kolbastı). Filmed on Pixel 7, edited in DaVinci Resolve.
Steve Reich’s minimalist piece reimagined as danceable down-tempo electronica. Live recording on Novation Launchpad.
Steve Reich’s Piano Phase adapted for electronica and phased synthesizers.
A gentle chamber waltz composed after watching In the Mood for Love. Scored for Violin, Cello, and Marimba.
An evolving sonic soundscape and ambient synthesis exploration.
Interactive Artifacts & Explorations
06 / LABSLive calculators, sourced reviews, and other standalone investigations. Soilytix workshop pages live on their own overview.
Parametric financial model calculating Dutch Box 1/2/3 taxes, 30% ruling thresholds, and freelance vs. BV dividend distribution optimization with real-time reactive charting.
Doubt-driven, sourced audit of a Bial Foundation grant draft on infraslow rhythms and nocturnal hot flashes — 197 findings, a mock panel, and a revise-and-resubmit verdict.
Architecture maps, product mocks, domain comics, and internal research from the soil-intelligence platform — collected on a dedicated index.
Colophon & Legal
07 / IMPRINTSet in Instrument Sans and JetBrains Mono. Built with zero tracking, zero cookies, and zero analytics.