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himudigonda/README.md

πŸ‘‹ Sup, tis Himansh(Himmi)!

Welcome to my GitHub profile! I'm a passionate AI enthusiast and a Master's student in Computer Science at Arizona State University. My goal is to revolutionize healthcare and solve real-world problems using the power of Artificial Intelligence. πŸš€

πŸŽ“ Education

  • πŸ›οΈ Master of Computer Science (Thesis) Specializing in Artificial Intelligence, Arizona State University, Aug 2023 - May 2025
    • πŸŽ‰ Proud recipient of the ASU Engineering Graduate Fellowship 2023
    • πŸ”¬ Member of the cutting-edge JLiang lab at ASU
    • πŸŽ“ Thesis guided by the brilliant Prof. Jianming Liang
  • πŸŽ“ Bachelor of Technology in Computer Science Specialized in Big Data Analytics, SRM University, July 2019 - June 2023
    • πŸ… Served as a board member at SRM E-Cell and SRM student government
    • πŸ“š Thesis guided by the esteemed Dr. Pradyut Kumar Sanki
    • 🌟 Proud recipient of SRM's Merit Scholarship (2019-23)

πŸ› οΈ Skills

  • πŸ’» Programming Languages: Python, Matlab, Java, C/C++
  • 🧠 AI Domains: Deep Learning, Computer Vision, NLP, Machine Learning
  • πŸš€ Tools: PyTorch, TensorFlow, Sklearn, Keras, TensorRT, Timm, Transformers, Git/VCS, Docker, Kubernetes, VMWare, AWS, GCP

πŸ’Ό Work Experience

  • πŸ” Machine Learning Researcher, Dept of ECE, SRM University, AP, India, July 2022 – July 2023
    • 🩸 Developed a Ridge-regression-based ML framework for non-invasive blood glucose detection
    • πŸ“ˆ Surpassed existing benchmarks in accuracy by optimizing RMSE, MAD, and MARD metrics

πŸš€ Projects

  • πŸ₯ Ark-II: Integrative Learning from Open-Source Heterogeneous Datasets, Spring 2024
    • πŸ”’ Implemented Ark: Open-Source privacy-preserving Foundational Framework with InternImage as Backbone
    • 🩺 Achieved breakthrough results in detecting and classifying 14 diseases
  • 🩻 Self-Supervised Adaptive Large Scale Chest X-ray Disease Prediction, Fall 2023
    • 🎨 Pretrained DINOv2, a self-supervised, no-label model, on diverse Chest X-ray datasets
    • πŸ† Achieved groundbreaking accuracy, surpassing numerous state-of-the-art self-supervised baselines

πŸ“œ Publications

  • πŸ“ P N S B S V PRASAD V, Ali Hussain Syed, M. Himansh, Biswabandhu Jana, Pranab Mandal, and Pradyut Kumar Sanki, "Augmenting Authenticity for Non-Invasive In Vivo Detection of Random Blood Glucose with Photoacoustic Spectroscopy using Kernel-based Ridge Regression," Accepted by Scientific Reports, Nature Journal.
  • πŸ“ M. Jha, A. Tiwari, M. Himansh and V. M. Manikandan, "Face Recognition: Recent Advancements, and Research Challenges," 2022 13th International Conference on Computing Communication, and Networking Technologies (ICCCNT), Kharagpur, India, 2022, pp. 1-6.

πŸ… Awards

  • πŸ₯‡ Received gold medal for a paper titled "Learning Styles Based Students Classification Using Neurolinguistics and Natural Language Processing," presented on Research Day (6th edition) at SRM University, AP.

πŸ”— Let's Connect!

Feel free to explore my projects and publications, and let's collaborate on exciting research opportunities that leverage AI for social good. Together, we can make a positive impact on the world! 🌍✨

Pinned

  1. Ark5-Chexpert Ark5-Chexpert Public archive

    Finetuning Ark5 on Chexpert

    Python

  2. MaskR-CNN-TBX-11 MaskR-CNN-TBX-11 Public

    This repo contains implementation of MaskR-CNN on TBX-11 Dataset

    Python

  3. arxiv.org_crawler arxiv.org_crawler Public archive

    Jupyter Notebook

  4. sCrAPTCHA sCrAPTCHA Public archive

    Rewriting CAPTCHA from scratch in python

    Python