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SurajBhar/README.md

Hi there I'm Suraj Bhardwaj

Data Scientist | Deep Learning Engineer | Computer Vision Specialist

Welcome to my GitHub! I am an aspiring Data Scientist with a strong focus on deep learning and AI, diving into the latest advancements in computer vision and autonomous systems. My work includes self-supervised learning, adaptive HMI systems, real-time object detection, generative models and RAG pipelines, all aimed at impactful, real-world applications.

I hold an M.Sc. in Mechatronics from the University of Siegen and currently conduct research in Computer Vision with the Perceptual User Interface Group at Fraunhofer IOSB, Karlsruhe. My academic journey began with a Bachelor's in Mechanical Engineering, where I contributed to the field through a book chapter in "Advances in Mechanical Engineering."

🛠  Tech Stack

Python PyTorch TensorFlow Keras NumPy Pandas scikit-learn SciPy MySQL HTML5 CSS3 GitHub Git Bitbucket Google Colab  OpenCV LaTeX Flask Java C C++

🔬 Areas of Expertise

  • Machine Learning & AI: Self-supervised learning, Generative AI, Diffusion Models, LLMs, and RAG Systems.

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  1. bayesian_opt bayesian_opt Public

    This repository implements a Bayesian Optimization workflow for hyperparameter tuning using the Ray Tune framework and ConfigSpace for configuration management.

    Python

  2. augmix augmix Public

    Forked from google-research/augmix

    AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

    Python 1

  3. ndf ndf Public

    Forked from jchibane/ndf

    Neural Unsigned Distance Fields (NDF) - Codebase

    Python 1

  4. langchain_projects langchain_projects Public

    Jupyter Notebook

  5. codeninja codeninja Public

    A personal code assistant using Ollama and Gradio.

    Python

  6. rag_nim rag_nim Public

    A simple Streamlit-based chatbot application that allows users to interact with their documents using a Retrieval-Augmented Generation (RAG) pipeline.

    Python