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I’m Rahul, a machine learning engineer. I write about computer vision, LLMs and getting ML systems into production. If you’re new here, these are the best places to start.
Selected Projects
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CLIPtheCenter
Master thesis: few-shot object detection by extending CenterNet with CLIP and DINO class codes.
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LLM Explorer
Retrieval-augmented generation with LangChain, synthetic data from TinyLlama, and Hugging Face inference experiments.
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PriorDepth
Joint monocular depth and camera-motion estimation from video, combining KeyPointNet and MonoDepth2.
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Product Photography with Stable Diffusion and LoRA
Fine-tuning Stable Diffusion 1.5 with LoRA for product photos, filtering products with SAM and CLIP, and refining them with ControlNet inpainting.
More
- Publications — including PhoCaL (CVPR 2022).
- Papers I've read, with notes.
- Now — what I'm working on at the moment.