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.
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.
Turning 25 years of materials-analysis records into a queryable archive — fully air-gapped
Unlocking a quarter-century of metallurgical and elemental-analysis data trapped in incompatible file formats inside a compliance CMS — normalized with a consensus parser/ML pipeline and made longitudinally queryable, entirely on-prem in an air-gapped regulated cloud.
A fully integrated Z-scan instrument for optical-nonlinearity characterization of novel nanomaterials
Designing and building a turnkey Z-scan system to characterize optical nonlinearities in novel Group IV-derived nanomaterials — integrating motion, a Ti:Sapphire laser, an optical parametric oscillator, and IR detectors under one custom .NET application, with results flowing into a company-wide LIMS.
A custom LIMS unifying ten materials-characterization techniques for DOE
Building a custom LIMS for a venture-backed materials startup — parameterizing the KPIs from ten-plus characterization techniques into one .NET / SQL Server system with a distributed desktop client, for streamlined design-of-experiments analysis, delivered in six months.