Active deployments / R&D.
Production systems, ongoing builds, and personal experiments — spanning clinical decision support, voice agents, genomic pipelines, and the boring-but-critical infra in between.
AMR Decision Support
AI-powered antimicrobial resistance chatbot for UTI treatment. Reads qPCR diagnostic results and returns clinician-grade antibiotic guidance grounded in the patient's resistance profile and the lab catalogue.
Multi-Agent Clinical Assistant
Production multi-agent assistant for patient engagement. Voice + chat + clinical intelligence with a LangGraph supervisor routing across MongoDB and PostgreSQL agents. HIPAA / DPDPA compliant. English, Hindi, Telugu.
Handwritten TRF Extractor
Fine-tuned GPT-4o Vision pipeline that extracts patient info, ordered tests, and physician details from handwritten Test Requisition Forms. Plugs into production LIS / order-entry stacks.
Lab TRF Ingestion
TRF extraction adapted to a second lab catalogue, requisition formats, and LIS integration. Same vision-pipeline core, different downstream mapping and validation.
Clinical Voice Agent
Production voice agent for a diagnostics contact center. Streaming STT + LLM + TTS pipeline with sub-second response, full transcription, and ticket automation. Multi-tenant (USA + India).
Clinical Email Agent
Email-automation agent triaging customer and clinical-ops mail. Classifies, routes, drafts replies, and creates tickets — with a human kept in the loop on anything PHI-touching.
Lab Ops Analytics
Operational analytics platform for a diagnostics lab — funnel, throughput, and clinical-ops dashboards built for operations leads, not data engineers.
Platform Observability
Cross-channel analytics for a patient-engagement platform — interactions, agent performance, LIS throughput, and revenue-cycle signal in one console.
Patient Self-Service Portal
Patient-facing portal — appointments, lab reports, prescriptions, and consent in one place. Built around interoperability primitives so it slots into existing LIS / EHR stacks.
Member Experience Portal
Operations and member-experience portal for a hospitality lounge. Bookings, member management, and a back-office console for the ops team.