Sumedha V

Implemented an internal search system over 1,000+ confidential PDFs, reducing lookup effort by 90% with <5s latency. Optimized retrieval pipeline for reliable offline inference on 8GB RAM machines. Tech Stack: Python, FAISS, LangChain, Quantized Mistral-7B, llama.cpp

Software Development Intern - BHEL - Hyderabad

(2025-05 - 2025-06)

• Implemented an internal search system over 1,000+ confidential PDFs, reducing lookup effort by 90% with <5s latency.
• Optimized retrieval pipeline for reliable offline inference on 8GB RAM machines.
• Tech Stack: Python, FAISS, LangChain, Quantized Mistral-7B, llama.cpp

B.Tech - Computer Science and Engineering - BVRIT Hyderabad College of Engineering for Women (2023-08 - 2027-08)