Roumaissa Troudi - Master’s Thesis: AI-Based...

Q: Where is Roumaissa based?

Roumaissa is based in Munich, Germany .

Q: What languages does Roumaissa speak?

Roumaissa speaks the following languages: Arabic (Native), German (Advanced), English (Advanced), French (Advanced), Spanish (Elementary) .

Q: How many years of experience does Roumaissa have?

Roumaissa has at least 5 years of experience. During this time, Roumaissa has worked in at least 5 different roles and for 5 different companies . The average length of individual experience is 1 year and 11 months . Note that Roumaissa may not have shared all experience and actually has more experience.

Q: What is Roumaissa's latest experience?

Roumaissa's most recent position is Master’s Thesis: AI-Based Analysis of 2D and Exploded View Drawings at Technical University of Munich .

Q: What companies has Roumaissa worked for in recent years?

In recent years, Roumaissa has worked for Technical University of Munich , Alight GmbH , Blackbird Robotersysteme , Munich Institute of Robotics and Machine Intelligence , and MucDigital UG .

Q: Which industries is Roumaissa most experienced in?

Roumaissa is most experienced in industries like Information Technology , Education , and Manufacturing .

Q: Which business areas is Roumaissa most experienced in?

Roumaissa is most experienced in business areas like Information Technology , Product Development , and Research and Development . Roumaissa also has some experience in Business Intelligence .

Q: What is Roumaissa's education?

Roumaissa holds a Master in Mechanical Engineering from Technical University of Munich and a Bachelor in Mechanical Engineering from Technical University of Munich .

Q: What is the availability of Roumaissa?

Roumaissa will be available full-time from March 2026 .

Recommended expert

Munich, Germany

Experience

Aug 2025 - Present

8 months

Master’s Thesis: AI-Based Analysis of 2D and Exploded View Drawings

Technical University of Munich

Developed an end-to-end AI pipeline for analyzing 2D exploded-view drawings using computer vision and deep learning models.
Integrated YOLO-based object detection (Bounding Boxes, Post-Processing, Overlap Handling) for accurate part and callout detection.
Applied the Segment Anything Model (SAM) for fine-grained segmentation and separation of individual components.
Implemented OCR and feature extraction modules, and compared Vision Language Models (VLM) and traditional computer vision approaches in terms of accuracy, runtime, and scalability.

Jan 2025 - Jan 2026

1 year 1 month

Working Student, Software Development

Alight GmbH

Developed software solutions to optimize data-driven business processes.
Created interactive dashboards with Power BI for KPI visualization and data-driven decision-making.
Containerized applications with Docker to improve development and deployment processes and ensure a flexible, scalable infrastructure.
Integrated and scaled cloud-based applications with Azure and developed LLM-based chatbots to automate internal processes and improve user experience.

Dec 2023 - Nov 2024

1 year

Working Student, Hardware and Software Development

Blackbird Robotersysteme

Developed and optimized 3D models and 3D printing processes for robot-assisted laser systems using Fusion 360.
Implemented software tools for monitoring and analyzing welding processes using C/C++.
Contributed to the development of laser processing systems to create precise automation solutions with various robots.

Apr 2023 - Mar 2025

2 years

Intern, Hardware and Software Development

Munich Institute of Robotics and Machine Intelligence

Developed and simulated a robot-assisted control system for a laboratory dishwasher using MuJoCo and C++, including motion planning and automation of the washing process.
Designed 3D models for robotic fingers with Autodesk Inventor to improve gripping mechanics and adapt to specific laboratory tasks.
Contributed to the development of robotic systems and automation of laboratory processes through software programming and hardware testing for precise fluid handling.

Jul 2021 - Apr 2023

1 year 10 months

Working Student, Web Development

MucDigital UG

Managed and maintained ongoing web projects to ensure stability and performance optimization.
Planned and implemented customer websites using WordPress, PHP, JavaScript, and MySQL.
Designed user interfaces and graphics with Adobe Creative Tools (Photoshop, Illustrator, XD).

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Information Technology, Education, and Manufacturing.

Information Technology

Education

Manufacturing

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Information Technology, Product Development, Research and Development, and Business Intelligence.

Information Technology

Product Development

Research and Development

Business Intelligence

Summary

Robotics in my bones, AI on my brain. I prototype, ship, and iterate, mixing data, code, and grit to turn wild concepts into working demos. If it moves and learns, I’m in.

Skills

Programming & Frameworks: Languages: Python, C/c++, Javascript/typescript, Matlab
Frameworks & Web: Node.js, Angular, Html/css, Bootstrap
Simulation & Control: Simulink, Stateflow, Mujoco
Devops & Tools: Docker, Git
Low-code: Microsoft Power Apps
Cad: Solidworks, Inventor, Catia, Fusion 360
3d Printing: Prusaslicer, Octoprint
Visual & Product Communication: Adobe Cc (Photoshop, Illustrator, Lightroom, Premiere Pro, Xd)
Hobbies & Interests: Cad, 3d & Manufacturing, Video Gamer (League Of Legends, Valorant, Teamfight Tactics, Elden Ring), Programmer (Discord Bots Offering Music Functions For Communities), Content Creator (Culinary Youtube Channel “Easy Crave”, 3d-painting, Python Programming, With Canon Eos 750d), Sport (Basketball, Fitness), Travel (Self-planned Travels Around The World), Volunteering (Active Member Of Tun'up)

Languages

Arabic

Native

German

Advanced

English

Advanced

French

Advanced

Spanish

Elementary

Education

Oct 2021 - Present

Technical University of Munich

M.Sc., Mechatronics and Robotics · Mechanical Engineering · Munich, Germany

Oct 2017 - Sep 2021

Technical University of Munich

B.Sc., Automation Technology, Systems Theory in Mechatronics · Mechanical Engineering · Munich, Germany

Sep 2016 - Jul 2017

Leibniz University Hannover (Studienkolleg)

Intensive German Course · Hanover, Germany · 1.5

Statistics

Experience

Total positions 5

Experience in Information Technology 3 y

Avg length 1 y 3 m

Longest experience 1 y 11 m

Expertise

Recent roles Master’s Thesis: AI-Based Analysis of 2D and Exploded View Drawings, Working Student, Software Development, Working Student, Hardware and Software Development

Main industries Information Technology, Education, Manufacturing

Main business areas Information Technology, Product Development, Research and Development

Qualifications

Highest degree Master

Profile

Created

March 2026

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Roumaissa based?

Roumaissa is based in Munich, Germany.

What languages does Roumaissa speak?

Roumaissa speaks the following languages: Arabic (Native), German (Advanced), English (Advanced), French (Advanced), Spanish (Elementary).

How many years of experience does Roumaissa have?

Roumaissa has at least 5 years of experience. During this time, Roumaissa has worked in at least 5 different roles and for 5 different companies. The average length of individual experience is 1 year and 11 months. Note that Roumaissa may not have shared all experience and actually has more experience.

What roles would Roumaissa be best suited for?

Based on recent experience, Roumaissa would be well-suited for roles such as: Master’s Thesis: AI-Based Analysis of 2D and Exploded View Drawings, Working Student, Software Development, Working Student, Hardware and Software Development.

What is Roumaissa's latest experience?

Roumaissa's most recent position is Master’s Thesis: AI-Based Analysis of 2D and Exploded View Drawings at Technical University of Munich.

What companies has Roumaissa worked for in recent years?

In recent years, Roumaissa has worked for Technical University of Munich, Alight GmbH, Blackbird Robotersysteme, Munich Institute of Robotics and Machine Intelligence, and MucDigital UG.

Which industries is Roumaissa most experienced in?

Roumaissa is most experienced in industries like Information Technology, Education, and Manufacturing.

Which business areas is Roumaissa most experienced in?

Roumaissa is most experienced in business areas like Information Technology, Product Development, and Research and Development. Roumaissa also has some experience in Business Intelligence.

What is Roumaissa's education?

Roumaissa holds a Master in Mechanical Engineering from Technical University of Munich and a Bachelor in Mechanical Engineering from Technical University of Munich.

What is the availability of Roumaissa?

Roumaissa will be available full-time from March 2026.

What is the rate of Roumaissa?

Roumaissa's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.