QLoRA fine-tuned adapter SFT on b-mc2/sql-create-context, converting a schema + question into a SQL query - exact-match accuracy more than doubled over baseline (84.3% vs 40.1%). GGUF (CPU inference)

Model-agnostic inference API for Hugging Face causal and seq2seq text-generation models. Live Demo Docker Image

RNN-based question answering API built with PyTorch and FastAPI, containerized and published as a public Docker image with 2k+ pulls. Docker Image

Built during internship at IIT Mandi under Prof. Padmanabhan Rajan. Desktop application for detecting spoofed/synthetic speech using pretrained AASIST and RawNet model