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joelbengs/README.md

Hi there 👋

Pulp Fiction GIF

  • 🔭 I’m currently working on my master's thesis at Ericsson Research in Lund, with the Device Platform Research team. Through quantization, I hope to compress and accelerate visual transformer models for deployment to resource-constrained devices (Nvidia Jetson Orion).
  • 💬 I just completed distributed machine learning for IoT devices as my final course at Uni.
  • 🌱 I'm inspired by @mischavandenburg and his notetaking in neovim + obsidian.
  • 🔭 Starting in September, you'll find me at Netlight in Stockholm!
  • 📫 How to reach me: joelbengs (a) [gmail / netlight.com / instagram / twitter / anywhere]

Pinned

  1. spotify_application spotify_application Public

    [Web] A discography website built on Spotify's API using Angular, TypeScript & the Redux framework NgRx

    HTML 3

  2. neural_networks_with_tensorflow neural_networks_with_tensorflow Public

    [Neural networks] with TensorFlow, Pandas & Numpy

    Jupyter Notebook

  3. optimization_for_learning_with_pytorch optimization_for_learning_with_pytorch Public

    [Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer

    Jupyter Notebook

  4. excel_application excel_application Public

    [Code Patterns & Application Design] A spreadsheet application that mimics the functionality of Microsoft's Excel.

    Java 1

  5. TheGoldDigger TheGoldDigger Public

    [Personal Project] - A web scraper originally built to scrape the buy and sell forum on Klocksnack.se, and later expanded to more watch forums

    Python

  6. road_sign_detection_on_arduino_with_tensorflow road_sign_detection_on_arduino_with_tensorflow Public

    [distributed ML] Building a distributed ML model for road sign detection on several arduinos. Challenges include limited memory, limited computing power and limited energy. Final project in the cou…

    C