Case studies

Selected work

Most of the work we do for clients stays confidential. The projects here are based on real engagements, with client details removed.

Healthcare, patient facing web and mobile

A platform for contact dermatitis patients to manage everyday life

Web, iPhone, and Android applications plus an admin system for a medical society's product safety platform. AI helped clean 140,000 ingredient names into a working set of 40,000.

Life sciences, healthcare data

Oncology EHR data pipeline into an analysis ready database

We parsed HL7 v2, CCDA and report exports from an oncology EHR, matched them to a single patient index and loaded them into PostgreSQL on a schedule. We also checked patient concordance between the different source records.

Life sciences, oncology diagnostics

Digital pathology automation for cancer diagnostics

Biomarker scoring models, an interactive slide viewer, Python and Playwright automation, and end to end QA for a global healthcare company.

Bioinformatics, NGS secondary analysis

Automated mutation calling for high throughput NGS data

A secondary analysis pipeline with stage by stage validation in TypeScript. The web application had 98 percent automated test coverage.

Biotech, regulated content, GxP systems

Regulated content migration to Veeva Vault with zero data loss

We moved more than 10,000 regulated documents from AODocs to Veeva Vault, translating the metadata and checking every file hash on the way. The full audit trail was retained for forensic review.

Genomics, bioinformatics, custom assay products

Engineering a custom genotyping assay design platform

Design pipelines, NCBI reference databases, an Angular and .NET platform, and two major framework upgrades. The work cut time to market by 50 percent and support costs by 40 percent.

Healthcare

HIPAA compliant hospital network migration

A multi site hospital network moved to a HIPAA compliant AWS environment with real time HL7 FHIR R4 data exchange between its facilities.