At Avyam Labs, I designed and built a Hospital Management System from scratch, shaping its data structures and workflows around clinical operations. I made product and engineering decisions from concept through production.
I developed Python and FastAPI REST APIs that turn unstructured clinical input into structured diagnostic recommendations, integrating generative AI and LLM calls into the backend. I also created React dashboards for clinicians and incorporated their feedback to improve the workflows.
On my LLM-Powered RAG Document Assistant project, I built a PDF question-answering application with semantic retrieval and cited responses. I’ve also developed a fine-tuned DistilBERT product-review sentiment system, and published research on explainable fake news detection.
