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@jiayu-peng-lab @ESC-Group-UB @Inference-Foundry

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Kritarth-Dandapat/README.md

About

At 19, I'm wrapping up an accelerated 3-year BS in Computer Science at the University at Buffalo and heading into a CS PhD at Michigan State University, advised by Dr. Pang-Ning Tan. My research sits at the intersection of computer vision, deep learning, and real-world deployment — from clinical mHealth apps to graph neural networks for materials science.

I've contributed to 2 co-authored publications, presented to clinical groups of doctors and nurses, and won a competitive $2,500 PEARL Research Award. I don't just train models — I ship them into environments where they run on real patients and real data.


Research & Work

OralScan — ESC Lab, UB

  • YOLOv8-powered mHealth app for real-time dental disease classification
  • Validated with 50+ doctors, nurses, and medical students
  • Co-authored paper submitted to Smart Health journal
  • Orthodontics extension: depth-sensor braces tracking across 3 types

Symmetry-Aware GNNs — Peng Lab, UB

  • GNN architectures (incl. ALIGNN) for crystalline materials energetics
  • Contributed to arXiv:2409.13851 revisions
  • Co-authored ChemRxiv commentary on agentic AI for catalyst discovery
  • Migrated lab ML workflow to W&B, cutting setup time by 3+ hrs/experiment

Publications

Year Title Venue Links
2025 OralScan: An AI-Powered Mobile Tool for Geriatric Oral Healthcare — A Formative Usability and Acceptability Study Smart Health (Submitted) oralscan.health
2025 Accelerating Multimetallic Catalyst Discovery with Robotics and Agentic AI ChemRxiv DOI
2024 Learning Ordering in Crystalline Materials with Symmetry-Aware Graph Neural Networks arXiv Preprint 2409.13851

Tech Stack

AI / ML

PyTorch TensorFlow YOLOv8 OpenCV CUDA Weights & Biases

Languages

Python JavaScript C++ Java Rust

Web & Mobile

React React Native Node.js Django

Databases & Cloud

MongoDB Firebase SQL Git


GitHub Stats



Education & Honors

🎓 PhD, Computer Science Michigan State University · Fall 2026 · Advisor: Dr. Pang-Ning Tan
🎓 BS, Computer Science (Minor: Statistics) University at Buffalo · 2023–2026 · GPA 3.8+ · Dean's List every semester
🏆 PEARL Research Award $2,500 competitive grant, UB ELN — awarded once per undergraduate career (2025)
🏅 Cybersecurity Excellence Top 100 globally · 10th in the world, Northeastern C2C Finals (2025)
🏅 Collegiate Lockdown Top 2 teams representing UB · 4th in Finals (2025)
💰 Presidential Scholarship $15,000/yr, University at Buffalo

Talks & Presentations

  • Oral Presentation & Demo — CTSI Research Group of Doctors, Nurses, and Medical Students (April 2024)
  • Oral Presentation — SUNY Undergraduate Research Conference (SURC) (April 2024)

Let's Connect

I'm open to research collaborations, ML/AI internship opportunities, and conversations about computer vision, healthcare AI, or materials informatics. If you're working on something interesting at the intersection of AI and real-world deployment, reach out.

   


Last updated: 2026

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    Forked from linsomniac/spotify_to_ytmusic

    Copy playlists and liked music from Spotify to YTMusic

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