Selected work
Shipped an MVP with Clerk auth, Gmail/Calendar integrations, and webhook-driven two-way sync via Google Pub/Sub.
Two-way calendar sync
Webhooks and Pub/Sub keep schedules consistent across the app and Google Calendar.
Performance & reliability
Normalized schemas, targeted caching, and event-driven processing keep reads fast.
MVP delivery
TypeScript + React Native with a stateless REST API and reliable auth.
Built a prediction system with a CSV-driven analysis pipeline, intervention workflow, and server-sent events for live updates.
Model performance
Hit 87.7% AUC with a baseline model and 83.2% AUC with a faster inference model.
Intervention workflow
CSV-driven analysis and intervention tools with real-time updates.
Deployment
Separated ingestion, inference, and analytics endpoints for maintainability.
Built a CLI for high-volume debate runs with JSONL/CSV artifacts, automated scoring, and a read-only analytics dashboard.
Reproducible runs
Structured configs and immutable snapshots keep evaluations consistent at scale.
Analytics dashboard
Server-side metrics and interactive views surface performance and cost quickly.
Reliability features
Usage accounting, retry logic, and artifact storage harden batch execution.
Eye Thrive
Jun 2023 – Aug 2023
St. Louis, MO, USA
Verified EMR/financial records and led the transition from paper to electronic medical records for 20,000+ files.
Prefer email? Reach me at adamblumoff@gmail.com
A little context helps.
St. Louis, open to remote roles and collaborations.