Marius Steger

76229 Karlsruhe · marius.steger@web.de

Welcome to my personal website which serves the purpose of a resume. I am an engineering masters college student at the Karlsruhe Institute of Technology with huge interest in Machine Learning, Robotics and Medicine Technology.

Check out my new business: AI loves raccoons


Experience

Web development & ML Expertise

AI loves raccoons · Freelancing

Early in 2019 I started freelancing by working on web development projects. In October 2020 after several completed projects I started my own business as freelancer for Web Development and Machine Learning / Data Science consultation.

Oct 2020 - today

Research Assistant

Renumics · COGNITIVE CAE AUTOMATION · Karlsruhe

I started working here doing my bachelor thesis on 3D Deep Learning for engineering tasks, more specific geometry recognition in CAD models. My completed projects involved Deep Learning, Machine Learning, Data Science and Software Development. I have created pipelines to benchmark different state of the art Deep Learning approaches based on various data representations such as voxels or pointclouds. My current task is pointcloud based 3D Object Detection.

Apr 2019 - today

Product Engineering R&D Intern

Stryker · Advanced Guidance Technologies · Freiburg

At Stryker Freiburg I completed two major projects. I developed an automated endurance test stand and implemented monitoring (machine vision) and analyzing (statistics) methods with Python and Matlab. The other project included a feasibility study and performance analysis with prototypes based on the results and optimization proposals I found doing a cost analysis of an existing product.

Oct 2018 - Mar 2019

Tutor Engineering Mechanics I + II

Institute of Engineering Mechanics · Continuum Mechanics · Karlsruhe

I have been teaching small groups of college students (8-10) the lecture content in a weekly tutorial. I also helped them with their weekly assignments and tested their knowledge with short oral exams. Therefore I have been certified by PEBA with the "Start in die Lehre" certificat.

Oct 2016 - Oct 2017

KjG youth leader

KjG Rauenberg · social engagement

Representative leadership and organisation of club matters. I have been organizing and leading the weekly open and intern meetings and represent the club in public. Before I took the lead I gathered experience being deputy youth leader for one year.

Sept 2014(13) - Sept 2015

Education

Karlsruhe Institute of Technology - KIT

Master of Science
Mechanical Engineering - Specialization: Medicine Technology & Robotics

Favourite Subjects: Robotics, Brain and Central Nervesystem
Projects: Mechatronics Workshop

Sep 2019 - today

Karlsruhe Institute of Technology - KIT

Bachelor of Science
Mechanical Engineering - Specialization: Information Technology

Grade: 1.8


Favourite Subjects: Machine Vision, Robotics I
Projects: Machine Design Workshops I-IV
Bachelor Thesis: "Synthetic datasets for data-driven geometry understanding algorithms"
Oct 2015 - Sep 2019

Skills

Programming Languages & Tools
  • Tensorflow
  • PyTorch & PyTorch Geometric
  • Keras
  • OpenCV
  • C++
  • Microsoft Office Tools

Engineering Tools & Skills
  • Creo Parametrics
  • Onshape
  • Matlab
  • Maple

Expertise & Workflow
  • Project management & Agile Development: Gantt, Scrum, Kanban
  • CAD & PLM
  • Data Science
  • Machine Learning & Deep Learning
  • Computer Vision

Engineering and ML Projects

Summary of completed and current projects

WebDev & Design Projects

A brief abstract of my web design portfolio.