R&D Lead, DevOps and Founding Engineer, Pendium Health
Jan, 2023 - Present
Architected and deployed HIPAA-compliant infrastructure and AI systems for healthcare startups.
Startup acquired by Canadian EMR Arya EMR (Apollo Health Inc.).
Developed clinical RAG systems boosting retrieval accuracy by 40% using Chain of Abstraction and LlamaIndex.
Built auto-scaled FastAPI streaming architecture supporting 2k+ daily requests with <200ms latency.
Led cloud migration to Dockerized microservices on AWS (EC2, ECR, ELB) with GitHub Actions CI/CD.
Reduced deployment downtime by 90% and accelerated release cycles from 12 hours to 10 minutes.