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codechitti216/README.md

Surya GS Chitti

Mathematics | Deep Learning | Computer Vision | Autonomous Driving | Data Science

About Me

I work at the intersection of mathematics, machine learning, and computer vision, with a focus on autonomous systems.

Academic Background

  • BITS Pilani, Hyderabad: MSc Mathematics, BE Civil Engineering and a Minor in Computing and Intelligence
  • IIT Madras: BS Data Science

Recent Research

  • AUV Navigation (IISc Bangalore): Working on AUV perception and Precision navigation.
  • 3D Point Clouds (IIIT Bangalore): Keypoint detection, segmentation, and LiDAR-based modeling for UAVs.
  • NLP Systems (AI4Bharat): Developed pipelines for Indian language NLP data collection.

Projects

Contact

Pinned Loading

  1. Deformation_Measurement Deformation_Measurement Public

    Developed an interface allowing users to upload object videos, implemented computer vision for point selection and tracking, and optimized accuracy through image processing algorithms.

    Jupyter Notebook

  2. AIRL_Work AIRL_Work Public

    This will encompass my daily updates and my thesis work in its entirety

    Python

  3. Hritik003/RAG-HYDE-Algorithm-based-Q-A-System Hritik003/RAG-HYDE-Algorithm-based-Q-A-System Public

    Developing a question-answering system using RAG and HYDE techniques based on the Lex Fridman Podcast Transcript dataset.

    Jupyter Notebook 2

  4. Visual_Navigation_Simulator Visual_Navigation_Simulator Public

    C++ 1