I am currently an undergraduate student at the National Institute of Technology Karnataka (NITK), Surathkal, pursuing a major in Computer Science and Engineering. I am passionate about Computer Vision, Deep Generative Modeling, and Natural Language Processing.

• 2D & 3D Computer Vision: Style Transfer, Material Editing and Synthesis, Controllable Scene Manipulation, Object Composition, 3D-Aware Generation
• Deep Generative Modeling & Multimodal Learning: Diffusion Models, Generative Adversarial Networks (GANs), Diffusion Transformers (DiTs), Vision-Language Models (VLMs), Representation Learning, Vision Transformers (ViTs)
• Natural Language Processing: Retrieval Augmented Generation, Transformers

• The Brush of Spells: Built a Text-Guided Image Inpainting model using GANs on an image-text paired dataset.
• Diffusion-based Image Generation: Developed a diffusion model from scratch for image generation.
• Vision Kinect: Developed a Tetris gaming interface controlled using Hand Gestures, which are detected using Object Detection models like YOLO.
• FinBot-AI: Built a Retrieval-Augmented Generation (RAG)-based Q&A chatbot using LangChain.
• Automatic OMR Scanner and Evaluator: Applied Combinational and Sequential Circuits to build an OMR Machine for automated score calculation of answer sheets.

• Currently working on Diffusion-based Material Recomposition and Object Placement methods.
• Worked on generative models (Diffusion Models, GANs, and Transformer-based Models).
• Actively contributing to open-source projects and participating in Kaggle competitions.

• LinkedIn: https://www.linkedin.com/in/atharva-rege-467543312
• GitHub: github.com/Atharva-Rege

Let's build something amazing together! 🚀

Actively seeking opportunities to contribute to research projects, particularly in the areas of Computer Vision, Deep Generative Modeling, and Natural Language Processing.