joelbengs Goto Github PK

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Name: Joel Bengs

Type: User

Bio: Student from Lund University, pursuing a MSc. in Industrial Engineering & Management, specialising in software-intensive systems and optimization. Do reach out!

Location: Lund, Sweden

Hi there 👋

🔭 I'm currently on vacation and just coding hobby stuff.
💬 I just finished my Master's thesis at Ericsson's Device Platform Research Team, titled 'Accelerated Segmentation with Mixed-Precision Quantization of EfficientViT-SAM'.
🌱 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]

Joel Bengs's Projects

codepatterns

Exercises in Object-oriented Modelling and Design, EDAF60, Lund University, Fall 2023.

distributed_machine_learning_with_keras

Labs in the course EITP40 Machine Learning for Internet of Things

edaa001-lab1

Labortation 1 i kursen EDAA001, LTH sommar 2021

edaa001-lab2

Labortation 3 i kursen EDAA001, LTH sommar 2021

edaa001-lab3

Labortation 3 i kursen EDAA001, LTH sommar 2021

edaa001-lab4

Labortation 4 i kursen EDAA001, LTH sommar 2021

edaa001-lab5

Labortation 5 i kursen EDAA001, LTH sommar 2021

edaa001-lab6

Labortation 6 i kursen EDAA001, LTH sommar 2021

edan10-scm-git

Project repo in Software Configuration Management

efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

excel_application

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

fmsn40linloglabs

Labs in the course FMSN40 Linear and Logistic regression, Lund University

fmsn40project1

Project 1 in the course FMSN40 Linear and Logisitc regression with data collection

fmsn40project2

Project 2 in the course FMSN40 Linear and Logistic regression with data collection, Lund University

fq-vit

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

gauss_newton_optimization

[Optimization Algorithms] Implementation of Nonlinear least square curve fitting using the Gauss-Newton method and Armijio’s line search.

joeys_junkyard_application

[Web] A React website for a car dealership. Built as a case in web development, and to practice implementation of a relational database.

mlops-sandbox

A sandbox for ML pipeline setup, part of thesis work.

neural_networks_with_tensorflow

[Neural networks] with TensorFlow, Pandas & Numpy

optimization_for_learning_with_pytorch

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

primitive_computer

[Code Patterns] - Simple computer, with internal memory and the power to execute the seven basic commands.

road_sign_detection_on_arduino_with_tensorflow

[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.

spotify_application

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

sql-companalytics

SQL Project in CPSC304 Relational Databases, University of British Columbia.

sudokusolver

Recursive sudoku solver with GUI

thegolddigger

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

tidal-media-downloader

Download 'TIDAL' Music On Windows/Linux/MacOs (PYTHON/C#)

world_happines_modeling

[Data Analysis] Linear and Logistic regression with data collection, Lund University - Project 2 in the course FMSN40.

joelbengs Goto Github PK

Hi there 👋

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