🔭 I’m currently working on Weather Image restoration task at the CVPR Lab (SCSS) at Trinity College Dublin, Ireland - building GenAI pipelines (Diffusion Transformers, Dynamic Token Routing, Token reconstruction), achieving a PSNR of 31dB on restored images.
👥 I’m looking to collaborate on Open-source ML tooling, MLOps infrastructure, and applied Computer Vision / Generative AI projects that move models from prototype to production.
🤝 I’m looking for work on Scaling large generative models in production, dataset curation and annotation workflows for vision, and cost-efficient inference strategies.
🌱 Currently learning — hardware-aware machine learning, including PEFT/LoRA, model quantization and distillation; ML compilers and runtimes (LLVM, XLA, TVM, ONNX); CUDA-based parallel and multi-GPU training; and production-grade inference optimization using Triton, TensorRT, and Kubernetes.
⚡ I’m an undergrad at IIT Roorkee who implemented a Transformer from scratch and builds end-to-end ML systems — research + deployment.
