Scientific Software Engineer — AI for Science
Building reliable software at the boundary between models, scientific data and experiments.
Models → Decisions → Experiments → Data → Verification → Next experiment ↺
Epibudget — Experimental design for protein engineering under limited laboratory budgets. I benchmark strategies for selecting which protein variants to measure when only a small fraction of the sequence space can be tested.
Protein engineering · Experimental design · ESM-2 · Evaluation
LabBridge — Provenance-first infrastructure for experimental science, turning scientific files into immutable source artifacts, versioned experiments, traceable transformations and independently verifiable packages.
Scientific data · Provenance · PostgreSQL · MinIO · Reliability
LocusLab — Infrastructure for inspectable and reproducible scientific evidence workflows. Related: Scientific Claim Verification Engine — deterministic verification of scientific claims against their supporting evidence.
Scientific AI · Verification · Reproducibility · LLM evaluation
My interest in reliable scientific software started with physical systems.
I built BioWatch — a smartwatch prototype combining electrochemical biosensors, embedded electronics and software — and later worked on in-vitro testing of microneedle glucose-monitoring prototypes at PKvitality.
That experience shaped how I think about AI for Science: a useful model is only one part of a reliable scientific system.
Experimental design · Scientific data provenance · Lab automation · Scientific agents · Closed-loop AI for science
Epistasis Explained: Why the Best Protein Variant Is Not Always the Best Experiment August 13, 2026 · 12 min
Measure for Information, Not for Fitness: Designing Protein Experiments to Reveal Epistasis July 23, 2026 · 15 min
I'm interested in engineering roles or freelance work building software close to scientific models, experimental systems and closed-loop biology/chemistry R&D workflows — particularly scientific platforms, reliability and lab automation.