AI/ML Engineer with 5+ years of experience designing and shipping production-grade AI/ML and data engineering solutions across healthcare 🏥 and semiconductors 🔬. Focused on cloud-native pipelines ☁️, LLM-powered applications 🤖, and optimizing large-scale data workflows ⚡ for speed, scalability, and accuracy.
| 🏥 |
Simplify Group Building LLM-driven FastAPI services for autonomous extraction & summarization of healthcare PDFs/web data. Designed Gower distance + Agglomerative Clustering to group health plans, and BERT–FAISS APIs to semantically align census data. Engineered a hybrid FAISS–fuzzy match–ML algorithm for precise column mapping across complex tabular datasets. |
| 💼 |
Optum India Architected a model orchestration framework (Airflow, Spark, Azure Databricks), cutting profiling time from 1–2 weeks → under 15 mins ⏱️. Improved disease event prediction by +2.5–3% 📈 via advanced feature engineering, and deployed CatBoost-based ER usage predictors, saving 💰 $2M/quarter. Optimized severity models, boosting maintainability and runtime speed by ⚡ 45%. |
| 🔬 |
Kinara, Inc. Developed performance monitoring, memory benchmarking, and API tracing tools for the ARA-1 semiconductor chip. |
| 🎓 | Education — B.Tech in Electronics & Communication Engineering, NIT Agartala. |
