At AVASOFT, I developed FastAPI REST APIs for searching and retrieving customer data indexed in OpenSearch. I implemented full-text, partial, fuzzy, and filtered search, along with JWT authentication and CSV export.
I built an LLM-driven market intelligence workflow using Databricks Jobs, Grok API, market data, and X posts. It used parallel LLM analysis and probability-based scoring to generate investment decision signals.
I contributed to a multi-agent medical assistant that routed queries to specialized knowledge sources. I worked on GraphRAG retrieval workflows using MCP, FHIR-based healthcare data, and clinical notes and graph-structured patient data.
For a music genre classification project, I developed and evaluated a machine learning model using audio features extracted with Librosa, then integrated it into a Flask backend with a REST API.
