It all serves one job: making the production software your science and operations depend on fast, maintainable, and safe to change. Each capability below starts from a problem you already feel.
A WinForms app from 2008 still runs a critical process, and nobody will touch it. We move legacy .NET to a modern, maintainable codebase incrementally — production keeps running the entire time.
WinForms → WPF / .NET 10 · strangler-fig migration · untangling distributed monoliths
Your results are trapped in CSV exports, proprietary formats, and manual copy-paste. We get data off the instrument and into a durable, queryable system you can actually build on.
OPC-UA / Modbus integration · TB/day ingestion · replacing CSV pipelines
The database is buckling under real load — queries crawl and storage balloons. We architect storage built for scientific and industrial time-series at scale.
PostgreSQL · TimescaleDB · 100B-row schemas · continuous aggregates · retention
Operators juggle a sprawl of inconsistent, aging screens. We build and consolidate the control and monitoring software they run the line on.
HMI development · fleet consolidation · operator-facing control & monitoring
You have to move forward without breaking validation or failing an audit. We build software that holds up when the auditors arrive.
21 CFR Part 11 · audit trails · computer system validation
Analysis lives in one-off notebooks and spreadsheets, and the models never reach production. We turn scientific computing, imaging, and ML into software that runs reliably on real measurement data.
Python — NumPy · SciPy · PyTorch · OpenCV imaging · modeling & inference
Reports get assembled by hand every time — exported, pasted into Word, reformatted, and re-checked. We turn that into a pipeline that generates correct, reproducible documents straight from the data.
Typst / LaTeX templating · data → PDF · reproducible, versioned reports · batch generation
Your characterization data is scattered across instruments and formats, and running design-of-experiments across it means stitching files together by hand. We integrate the instruments and unify their KPIs into one system built for materials work.
Hall-effect · Z-scan · FTIR · Raman · SEM · BET · LIMS · parameterized KPIs · DOE
Production systems don't get commissioned over email. We're on your floor for installation, qualification, and validation — and stay embedded with your engineering, QA, and validation teams.
IQ / OQ / PQ · installation & commissioning · onsite validation · embedded delivery
Tell us what's slowing you down. A name, an email, and a sentence about the system is enough to start — no lengthy form, no obligation.