Case studies
Real engagements, fully anonymized. Each one meets the same standard: production-grade software built by people who understand the instrument, the measurement, and the science behind it.
Unifying six surgical-instrument bending machines on one .NET HMI
Replacing a fleet of fragile VBasic/Windows-XP machine controllers with a single, consistently deployed .NET HMI — adding Cognex machine vision, OPC-UA, and barcode traceability.
Modernizing a regulated vaccine plaque-counting system under 21 CFR Part 11
A full platform modernization of two regulated plaque-assay counting systems on the lot-release critical path — Windows XP to a validated Windows 11/WPF platform with OpenCV detection, a SQLite audit trail, and a CCD-to-CMOS optical redesign.
Replacing a brittle LaTeX pipeline with Typst — 40× faster document generation
Retiring a slow, hard-to-maintain Jinja/LaTeX document pipeline in favor of an automated Typst pipeline driven from a single structured data file — 40× faster, with full PDF/A support and tracked output history.
Rebuilding a failing electrochemistry pipeline to handle 100 TB on TimescaleDB
A battery-testing data pipeline had stopped working at the billion-row mark. We re-architected it on TimescaleDB with async ingestion, out-of-order file handling, and automatic KPI extraction — scaling it to 100 TB.
Full instrument and analysis software for a label-free biomolecular-binding platform
Building every layer of software for a new label-free binding instrument — from embedded C firmware and a Linux capture driver to .NET instrument control and native global non-linear least-squares fitting of thousands of points in milliseconds.
An interferometric testbed for protein-microarray spot metrology
Designing the optical system and all of the software for a white-light interferometry testbed that maps the thickness and uniformity of protein-array spotting — optical-path-difference mapping with motion control and automated reporting.