This is a selection of notable projects. For a more comprehensive overview of my portfolio, check out my GitHub Profile: github.com/fabiangroeger96
About me
Skills
MACHINE LEARNING DEV
My new-found love is developing machine learning systems, learn about AI research and trying to do some experiments on my own.
SOFTWARE DEV
Developing software is one of my passions, from machine learning models to iOS apps or entire python architectures.
DESIGNER
I design beautiful new logos and brandings for both digital and print media. I always strive to give the customer another aspect to show what is possible.
PROBLEM SOLVER
I have strong project management skills which I can use to improve and manage a project. I’m a team player and desire to help someone with my experiences.
Facts
Artificial intelligence enthusiast
Tech support wizard
Gamification enthusiast
Happily married
Resume
WORK HISTORY
Mar 2023 – current
Scientific Collaborator
Lucerne University of Applied Sciences and Arts (HSLU)
After two years as a research assistant at the Algorithmic Business (ABIZ) Research Lab, where I researched various AI topics, from recommenders to audio, I was promoted to a scientific collaborator. In my current role, I still conduct research in various areas but specialize in self-supervised learning and audio applications.
Aug 2021 – current
Data Scientist
Jaywalker Digital
Our primary focus at Jaywalker Digital is Recommender Systems and more traditional Machine Learning. Our goal is to gain as much insight as possible using your data.
Jul 2021 – Mar 2023
Research Assistant
Lucerne University of Applied Sciences and Arts (HSLU)
After a year of being a teaching assistant at the HSLU for the Bachelor in AI & ML, I fully transitioned to our research team. At the Algorithmic Business (ABIZ) Research Lab, I conduct research in various AI topics, from Recommenders to Audio. The main goal of our research lab is that none of us is specialized in one subject and that everyone can work on everything.
Oct 2020 – Jul 2021
Master Assistant
Lucerne University of Applied Sciences and Arts (HSLU)
At the HSLU, I am a Teaching Assistant for the Bachelor in Artificial Intelligence & Machine Learning and a Teaching Assistant for the Machine Learning Module in the AIML Bachelor Program. Further, I am an affiliate of the Algorithmic Business (ABIZ) Research Lab, where I conduct research in AI.
Jun 2019 – Oct 2020
Trainee in Robotic Process Automation
Schindler Group
I worked as a trainee at Schindler Management AG in Ebikon, where I mostly develop RPA use-cases aiming to improve business processes, with the focus on quality, performance and durability.
Jan 2015 – Aug 2020
Freelancer as a web and app developer
Fabian Gröger
As a freelancer, I design and develop websites and mobile applications for various clients in various industries. I further design logos for both digital and print media.
Oct 2016 – Sep 2017
Full-Stack developer
ADMIA Solutions GmbH
As a full-stack developer, I have worked on different projects simultaneously and had to lead the development process. I also had the responsibility to further develop and maintaining the existing mobile applications.
Sep 2014 – Feb 2016
Software developer
PRtools GmbH
As a software developer, I had various duties with a lot of different programming languages. Most of the time, I created new websites for our customers. I also learned a lot about online marketing and the current marketing tools and how to use them.
EDUCATION
2023 – current
Doctor of Philosophy – PhD in Biomedical Engineering
University of Basel (UniBas)
I recently started my PhD in biomedical engineering with Prof. Dr. Dr. Alexander Navarini and Prof. Dr. Marc Pouly at the Digital Dermatology Lab @ University of Basel.
2020 – 2023
Master of Science in Engineering (MSE)
Lucerne University of Applied Sciences and Arts (HSLU)
I recently finished the MSE in Data Science / Machine Learning, where the focus lies on acquiring specialized knowledge about machine learning and doing technical research projects in these topics.
2017 – 2020
Bachelor of Science (BSc) in Computer Science
Lucerne University of Applied Sciences and Arts (HSLU)
I studied Computer Science at the Hochschule Lucerne. I learned everything there is to know to be a great software developer. My major is artificial intelligence, which I’m thrilled and excited about.
2016 – 2017
Technical Berufsmatura
Minerva School
I got my Technical Berufsmatura at Minerva Schools. I learned everything to study at a university, from technical mathematics to chemistry.
2012 – 2016
Computer Science
Bénédict School
I learned Computer Science at Bénédict Schools, specializing in application development. I learned the concept of application development and learned how to develop several applications with different programming languages.
Machine Learning Skills
Self-Supervised Learning
Dermatology Data
Medical Data
Image Data
Audio Data
Tabular Data
NLP
Recommenders
Coding Skills
Python
Java
Swift
VB
C#
Tensorflow
Docker
Flutter
HTML
CSS
Java Script
Design Skills
Sketch
Adobe XD
Photoshop
Illustrator
Portfolio
Notes
Recently I started open-sourcing most of the things I use to study. This included all of the projects done during my studies and now also my notes 📓.
For collecting notes, I use Obsidian, which also has a feature to publish all of them. They can be accessed via this link.
contact
Reach out to me on either one of these platforms. Also, feel free to drop me a line whenever you want.
Let’s socialize!