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Adam Hinton
Mid-level Full-Stack Engineer specializing in Healthcare IT and SaaS
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About
Backend/data engineer with healthcare/medical-device experience who scaled a HIPAA-constrained local data platform to 50k users and 1B+ records, boosting processing from <500 to ~50k datapoints/sec using sharding, indexing, and SQL over Parquet (DuckDB). Strong security and reliability focus (JWT/RLS, least privilege, heavy unit/E2E testing) and a TypeScript specialist who uses type design to eliminate edge-case failures.
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Key Strengths
- Scaled healthcare data system from ~5k records to 50k users and 1B+ data points
- Improved data processing throughput from <500 to ~50k data points/sec via sharding/indexing and SQL-on-Parquet
- Designed privacy-constrained local data architecture (DuckDB) for HIPAA-protected/anonymized datasets
- Strong testing discipline for migrations (unit + E2E) with multi-location backups and rollback readiness
- Security-first backend mindset (JWT/session auth, least privilege, short-lived tokens, RLS)
- Uses TypeScript type design to prevent invalid states and eliminate UI failure modes
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