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chintan-27/README.md

Hi ๐Ÿ‘‹, I'm Chintan Acharya

AI & Machine Learning Enthusiast | Software Engineer


About Me

  • Masterโ€™s in Computer & Information Science (ML Track) @ University of Florida (GPA: 3.86)
  • Research Assistant and Software Engineer at SMILE Lab, working on Medical Imaging (GRACE, GatorBrain)
  • Exploring ThreeJS, NLP, Advanced ML, and Generative AI
  • Resume | Portfolio

Tech Stack

Languages: Python, Java, C++, JavaScript, Dart
AI/ML: PyTorch, TensorFlow, HuggingFace, Scikit-learn, Pandas
Frontend: React, Flutter, HTML, CSS, Svelte, Redux
Backend: Node.js, Django, Express.js, Flask
Databases: PostgreSQL, MongoDB, MySQL, SQLite, Redis
Cloud/Tools: AWS, GCP, Docker, Kubernetes, Git, Linux


Experience Highlights

  • Research Assistant and Software Engineer (UF SMILE Lab) โ€“ Built & deployed GRACE segmentation API with FastAPI, Redis queues, Cloudflare security, and multi-GPU optimization. Enhanced GatorBrain MRI segmentation with 30% faster inference:contentReference[oaicite:1]{index=1}.
  • Founding Software Engineer (IotMaticHub) โ€“ Developed Flutter-based real-time inventory app and architected AWS ETL pipelines handling 100+ req/sec.
  • Software Developer Intern (IBM โ€“ Phemesoftware) โ€“ Built Django E-book platform with Azure APIs, boosting engagement by 50%.

Featured Projects

  • Audio Share - A cross-platform, low-latency LAN audio bridge between Linux and macOS.
  • Cache Up โ€“ AI-powered Tech News Aggregator with FastAPI, Dockerized microservices, and CI/CD (99.9% uptime).
  • Neural Nets in CPP โ€“ Neural Networks in C++

Connect With Me


๐Ÿ“Š GitHub Stats

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  1. audio-bridge-linux-mac audio-bridge-linux-mac Public

    Share Audio between Linux and Mac

    Rust 1

  2. LandscapeGenerator LandscapeGenerator Public

    Jupyter Notebook 1 1

  3. BumpAllocator BumpAllocator Public

    Modern C++ bump allocator with typed allocation, alignment, destructor tracking, and debug tools.

    C++

  4. CustomResumeGenerator CustomResumeGenerator Public

    TypeScript

  5. NeuralNetworkCPP NeuralNetworkCPP Public

    Neural Network in C++ from Scratch

    C++

  6. RedBlackTree-MinHeap RedBlackTree-MinHeap Public

    C++ 1