ranjithvutnoor

Python · SQL · JavaScript · CUDA · PyTorch · Machine Learning · Generative AI · LLMs · RAG · Semantic Search · Qdrant · LLM Evaluation · LoRA/QLoRA · Hugging Face · Git · Linux

Distributed AI systems, GPU inference, model serving, evaluation-driven development, and production agent architectures.

Building evaluation-driven RAG systems, experimenting with local LLMs and QLoRA fine-tuning, and documenting my CUDA, im2col, GEMM and custom PyTorch extension research.

AI/ML engineering opportunities, open-source collaboration, applied AI research discussions, and technical projects involving RAG, LLM evaluation, PyTorch, and CUDA.