AI Chatbots & Voice Agents
Physician-assistant AI pipeline
CareCloud (MTBC) · Junior AI Engineer · Aug 2025 – Dec 2025
A voice-to-structured-notes pipeline for physicians using LangChain, GPT-4, Whisper speech recognition and Gemini, plus a patient-profiling ML system deployed as rate-limited microservices.
The problem
Turn physician dictation into reliable structured output inside a healthcare product, with usage limits and monitoring.
What was done
- ✓LangChain orchestration over GPT-4, Whisper ASR and Gemini APIs
- ✓Patient-profiling ML system using 8+ behavioural features
- ✓Deployed as rate-limited microservices
Evidence
Stack
- LangChain
- GPT-4
- Whisper
- Gemini
- Microservices
Outcome
Production pipeline in a healthcare SaaS.