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Kritarth-Dandapat/README.md

Hi there, I'm Kritarth Dandapat πŸ‘‹

Typing SVG

LinkedIn Portfolio Email


πŸ‘¨β€πŸ’» About Me

I'm an AI Developer & Research Assistant at the University at Buffalo (Class of 2026), passionate about leveraging artificial intelligence to solve real-world, human-centric problems. My work bridges theoretical deep learning with practical applications, focusing on Healthcare AI and Material Science Discovery.

  • πŸ”¬ Researcher at Embedded Sensing and Computing (ESC) Group and Peng Research Lab
  • 🌱 Deep interests in Computer Vision, Graph Neural Networks, and AI for Science
  • πŸŽ“ B.S. Computer Science, Minor in Statistics | GPA: 3.8+
  • πŸ’‘ Driven to create original, high-impact research beyond applying known techniques

πŸ› οΈ Technical Arsenal

Languages

Python JavaScript Java C++ SQL

AI/ML & Deep Learning

PyTorch TensorFlow scikit-learn OpenCV Hugging Face

Web Development

React Node.js Next.js MongoDB Flask

Tools & Platforms

Git Docker AWS Linux CUDA


πŸš€ Featured Projects

🦷 OralScan

AI-Powered Geriatric Oral Healthcare Assistant

Mobile application utilizing YOLOv8 for real-time dental disease classification and tooth numbering from intraoral images. Designed to improve accessibility of oral healthcare for elderly populations.

React Native Python YOLOv8 ResNet50 Computer Vision


🚒 Marine Guardian

Satellite-Based Ship Detection System

Computer vision pipeline achieving 98.72% accuracy in detecting ships from satellite imagery using custom roundness-based classification combined with MobileNetV2.

TensorFlow OpenCV MobileNetV2 EfficientNet Geospatial Analysis


Dense Crowd Counting with Deep Learning

Robust people counting system for high-density scenarios, handling severe occlusions using dilated convolutional neural networks.

PyTorch CSRNet CUDA Deep Learning


Real-Time Emotion Classification

Leverages Vision Transformers (ViT) and ResNet-34 for accurate human emotion recognition from facial expressions.

PyTorch Vision Transformers CNN Transfer Learning


πŸ“Š GitHub Analytics

Kritarth's GitHub Stats

GitHub Streak

Top Languages


🎯 Current Focus

  • πŸ“ Developing novel Symmetry-Aware Graph Neural Networks for material science applications
  • πŸ₯ Advancing AI-driven healthcare solutions for underserved populations
  • πŸ“š Preparing for Ph.D. applications in Computer Science with focus on AI/ML
  • πŸ”¬ Publishing research in top-tier conferences and journals

πŸ“« Let's Connect

I'm always open to collaborating on innovative AI projects, discussing research opportunities, or just connecting with fellow AI enthusiasts!

"Moving beyond applying known techniques to creating original, high-impact research."

Profile Views


Β© 2025 Kritarth Dandapat

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  1. People-Counting-using-CSRNet People-Counting-using-CSRNet Public

    A deep learning project implementing CSRNet for accurate people counting in highly congested scenes, based on the architecture described in the CSRNet paper.

    Jupyter Notebook 1

  2. AI-Projects AI-Projects Public

    List of Small Scale AI Projects Done by Kritarth Dandapat while readin Reasearch Papers

    Jupyter Notebook 1

  3. CSE-473-Marine-Guardian CSE-473-Marine-Guardian Public

    Jupyter Notebook

  4. Machine-Learning-Notes Machine-Learning-Notes Public

    Forked from jxareas/Machine-Learning-Notebooks

    The full collection of Jupyter Notebook labs from Andrew Ng's new Machine Learning Specialization.

    HTML

  5. Personalised-Student-Shell Personalised-Student-Shell Public

    A personalised shell designed for the usecase of students

    C