Selected work

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.

9 Case studies
6 Domains
100 TB Data ingested
21 CFR Compliant delivery
All Document Automation Energy & Batteries Materials Medical Devices Pharma & Biotech Scientific Instruments
Rebuilding a failing electrochemistry pipeline to handle 100 TB on TimescaleDB
TimescaleDB · Python · Data engineering

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.

TimescaleDB PostgreSQL Python