Joel Bengs's Projects
Exercises in Object-oriented Modelling and Design, EDAF60, Lund University, Fall 2023.
Labs in the course EITP40 Machine Learning for Internet of Things
Labortation 1 i kursen EDAA001, LTH sommar 2021
Labortation 3 i kursen EDAA001, LTH sommar 2021
Labortation 3 i kursen EDAA001, LTH sommar 2021
Labortation 4 i kursen EDAA001, LTH sommar 2021
Labortation 5 i kursen EDAA001, LTH sommar 2021
Labortation 6 i kursen EDAA001, LTH sommar 2021
Project repo in Software Configuration Management
EfficientViT is a new family of vision models for efficient high-resolution vision.
[Code Patterns & Application Design] A spreadsheet application that mimics the functionality of Microsoft's Excel.
Labs in the course FMSN40 Linear and Logistic regression, Lund University
Project 1 in the course FMSN40 Linear and Logisitc regression with data collection
Project 2 in the course FMSN40 Linear and Logistic regression with data collection, Lund University
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
[Optimization Algorithms] Implementation of Nonlinear least square curve fitting using the Gauss-Newton method and Armijioβs line search.
My profile page
[Web] A React website for a car dealership. Built as a case in web development, and to practice implementation of a relational database.
A sandbox for ML pipeline setup, part of thesis work.
[Neural networks] with TensorFlow, Pandas & Numpy
[Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer
[Code Patterns] - Simple computer, with internal memory and the power to execute the seven basic commands.
[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 course in ML for IoT.
[Web] A discography website built on Spotify's API using Angular, TypeScript & the Redux framework NgRx
SQL Project in CPSC304 Relational Databases, University of British Columbia.
Recursive sudoku solver with GUI
[Personal Project] - A web scraper originally built to scrape the buy and sell forum on Klocksnack.se, and later expanded to more watch forums
Download 'TIDAL' Music On Windows/Linux/MacOs (PYTHON/C#)
[Data Analysis] Linear and Logistic regression with data collection, Lund University - Project 2 in the course FMSN40.