A generalizable application framework for segmentation, regression, and classification using PyTorch

Spatial Multiomics Profiler for Spatial Characterization of Tissue Microenvironment (https://smprofiler.io)

Workflow-centred open-source fully automated lung volumetry in chest CT.

Bridging the gap between theory and bedside practice through open-access, physiologically-weighted, evidence based, decision support tools for anesthesia and intensive care.

Voice-activated AI medical records assistant using Agno multi-agent framework. Natural language EMR interaction with speech recognition, FHIR-compatible patient chart management & clinical workflow orchestration via FastAPI.

Open-source web app that turns patient pre-visit intake into a structured, doctor-friendly summary/PDF (local-first; no diagnosis/treatment/triage).

🏥 慢康智枢 — AI-powered hospital chronic disease management platform. HIS integration, risk stratification, intelligent follow-up.

On-premise AI-assisted radiology reporting. Dictation to structured report, radiologist-controlled, fully local.

Browser web extension to extract key CPAP report data and generate a structured clinical summary.

Governed infrastructure for clinical sign-offs. Immutable ledger, atomicity, idempotency, and zero-drift contracts. Published as proof of governance.

🩺 Enhance small medical object segmentation with CaraNet, a cutting-edge context axial reverse attention network designed for precise and efficient analysis.

A thought experiment for healthcare AI: a session-bound clinical reasoning system that can read charts but is architecturally incapable of writing, storing, or remembering medical records.

Hospital bed management system to check patients in and discharge them efficiently, while supporting burned-out staff

Primary care pre-visit intake summarization MVP that turns structured patient-reported data into clinician-friendly notes with strict safety boundaries.

AI-powered Standard Work Procedure (SWP) drafting assistant. React + Vite + serverless GPT proxy. Prototype built for a metropolitan health system to help clinical staff draft and revise procedures faster.

A comprehensive CDSS platform for patient registration, digital anamnesis, and smart prescription with real-time drug interaction alerts.

Administrative decision-support system for prior authorization readiness. Deterministic, rules-first evaluation of documentation completeness with refusal semantics, full auditability, and write-only AI letter drafting. Built for safety, transparency, and regulated healthcare workflows.

AI-assisted musculoskeletal wellness assessment platform with a licensed-clinician review workflow. Public showcase.

AI-assisted musculoskeletal wellness assessment platform with a licensed-clinician review workflow. Public showcase.

MediFlow AI — Gemma 4-powered clinical workflow automation for Indian government and private hospitals. Intake summarization, smart triage, discharge instructions, urgency scoring, and medication scanning.