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 Chatbot
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.
MrYoda AI 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.
MrYoda TRF Extractor
Fine-tuned GPT-4o Vision pipeline that extracts patient info, ordered tests, and physician details from handwritten Test Requisition Forms. Plugs into EDOS (MongoDB) and IT Dose MySQL LIS.
TestGo TRF Extractor
TRF extraction adapted to TestGo's lab catalogue, requisition formats, and LIS integration. Same vision-pipeline core, different downstream mapping and validation.
TestGo Voice Agent
Production voice agent for TestGo's contact center. Streaming STT + LLM + TTS pipeline with sub-second response, full transcription, and ticket automation. Multi-tenant (USA + India).
TestGo Email Agent
Email-automation agent triaging customer and clinical-ops mail for TestGo. Classifies, routes, drafts replies, and creates tickets — with a human kept in the loop on anything PHI-touching.
TestGo Analytics
Operational analytics platform for TestGo — funnel, throughput, and clinical-ops dashboards built for operations leads, not data engineers.
MrYoda Analytics
Cross-channel analytics for MrYoda — patient interactions, agent performance, LIS throughput, and revenue-cycle signal in one console.
MyHealth 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.
Miyava Lounge Portal
Operations and member-experience portal for the Miyava lounge. Bookings, member management, and a back-office console for the ops team.