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jacobalcu/README.md

Hi there, I'm Jacob! πŸ‘‹

πŸš€ From Roofing to Machine Learning

I am a CS Graduate (Clemson) and current UIUC MCS student transitioning from a career in roofing to Data Science and ML Engineering. I enjoy building everything from deep learning models to custom hardware.


🌐 Live Computer Vision Demos

I've deployed these web applications to showcase real-time image classification:


🧰 Tech Stack & Tools

Languages & Data Science Python C++ PyTorch FastAPI

Web & Hardware React NodeJS Arduino


πŸ“Š GitHub Activity

My Stats Top Languages
Stats Top Langs

Current Streak
Streak


πŸ› οΈ Current & Recent Projects

  • Wearable Snowboarding Tracker: Building an IoT device with an IMU and GPS for performance metrics.
  • AD Detection: Implementing CNN research for automatic Alzheimer's detection.
  • Full-Stack Inventory System: Developing a production-level management tool to practice senior engineering principles.
  • Custom Guitar Pedals: Designing and soldering DIY analog/digital audio hardware.

πŸ“« Connect with Me

LinkedIn

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  1. CIFAR-10 CIFAR-10 Public

    My CNN for the CIFAR-10 dataset using PyTorch

    Jupyter Notebook

  2. CIFAR_100_App CIFAR_100_App Public

    This repo will have all the code for a website that uses my ResNet-34 model for predicting classes in the CIFAR-100 database

    Python

  3. inventory_system inventory_system Public

    Python

  4. portfolio portfolio Public

    This is my machine learning portfolio

    HTML