M.Tech Software Engineer

Hemanth Kumar K

Backend & ML Systems Architect specializing in high-concurrency REST APIs, asynchronous job queues, and GPU-accelerated AI model inference.

🎓 Vellore Institute of Technology, Chennai  •  M.Tech Software Engineering (CGPA 9.1 / 10)
94% RAG Accuracy
45% Latency Cut
80% Cache Hit Rate
42+ Pytest Suite
🔥 Featured Project

Local RAG PDF Search on AMD ROCm

Local RAG pipeline delivering sub-200ms semantic search over 10K+ documents with 3.2x GPU acceleration.

PyTorch ROCm FAISS
⚡ Core Systems Stack
Python C++ FastAPI PostgreSQL Redis RabbitMQ Docker AMD ROCm PyTorch Prometheus
🏆 Leadership

Event Organizer

AI Club, VIT Chennai • 50+ Concurrent User Sessions Architected.