1) Developed and deployed a Windows-native, multithreaded imaging sync service (PUB/SUB) across 15+ clinics, automating cloud uploads every 30 seconds for high-volume dental imaging workflows.
2) Optimized performance by reducing memory usage 80% with a fixed-size min-heap approach vs full-directory scans, maintaining <3s upload latency and 99.9% uptime with auto-restart watchdogs and remote logging.
3) Designed scalable ingestion modes — Just-in-Time (50–70 files/min) for active cases and Historic (TB-scale) for archives — using throttled memory strategies and bounded queues.
4) Integrated AWS cloud services (S3, Lambda, SQS) into a fully HIPAA-compliant pipeline, handling 100K+ imaging files/month securely and reliably.
5) Delivered 500+ AI-generated DICOM reports/month by integrating diagnostic AI APIs with PACS servers via DICOM SCP/SCU protocols.
•Built a custom PDF processing system for metadata reattachment, resizing, and patient-specific formatting to ensure accuracy in AI reports.
6) Designed and implemented a voice-controlled Perio Charting UI in React, reducing clinician data entry time by 60% while achieving <200ms latency for real-time interactions.