Curriculum Vitae

Skills

Technology

Generative Deep Learning Self-supervised Learning Unsupervised Learning Foundation Models Diffusion Models Generative Adversarial Networks Autonomous Driving High-Speed Digital Communication HW Engineering SW Engineering Computer Vision State Space Models 3D Reconstruction

Entrepeneurship

Leadership Project Management Coaching Mentoring Strategic Planning Cost Optimization Customer Satisfaction Stakeholder Analysis Risk/Chance Analysis

Interests

Basketball Tech Self-Development Family Time Bicycle DIY Projects

Professional Experience

Robert Bosch GmbH

Expert Deep Learning for Automotive Sensor Perception Leonberg, Germany (Full-Time)
Dec 2022 - Present
Deep learning based perception for automotive radar, lidar and camera sensors.
Technical Project Lead for Automotive Radar Leonberg, Germany (Full-Time)
Jan 2019 - Oct 2022
Responsible for the development of electronic modules and concepts including µC, MMIC radar ASIC, SystemASIC, radar SoC, hardware architecture, safety, thermal design and EMC for automotive radar.
Hardware Engineer Automotive Radar Leonberg, Germany (Full-Time)
Oct 2017 - Dec 2018
Design and validation of electronic modules and concepts, considering reliability and safety aspects, for automotive radar sensors.

IEEE Eta Kappa Nu - Chapter Nu Alpha

President Madrid, Spain (Volunteer)
Jan 2023 - Present
The president is responsible for planning the chapter's program and securing its completion. He calls for internal meetings with all members and presents the chapter in external communications. The president further helds the induction ceremony of new members
Corresponding Secretary - Chapter Leadership Team Madrid, Spain (Volunteer)
Jan 2022 - Dec 2022
Among other tasks, the corresponding secretary, in general, conducts correspondence with IEEE-HKN Headquarters. It is his/her duty to confer with the president in all matters that concern IEEE-HKN Headquarters to ensure that action is taken and to report back to IEEE-HKN Headquarters without delay.
IEEE Eta Kappa Nu Member Madrid, Spain (Volunteer)
Jun 2021 - Present
IEEE-Eta Kappa Nu (IEEE-HKN), the honor society of IEEE, promotes excellence in the profession and in education with ideals of scholarship, character and attitude.

Universidad Nacional de Educación a Distancia (UNED)

Lecturer (External) - Neuronal Networks in Industrial Control Systems Madrid, Spain
Sep 2022 - Present
Teaching Colaborator for the subject "Redes neuronales en control industrial" (eng: Neuronal networks in industrial control systems) in the department "Ingeniería Eléctrica, Electrónica, Control, Telemática y Química Aplicada a la Ingeniería" (eng: Electrical engineering, electronics, control engineering, telematics and chemical engineering)

Towards Data Science

Technical Writer
Apr 2022 - Present
Writing technical blogs about deep learning theory, paper walkthroughs and hands-on deep dives.
Profile. Friend links.

Volograms

Collaborating Researcher Deep Learning Dublin, Ireland (Freelancer)
Jun 2021 - Present
Investigation and application of machine learning related technologies for AR/VR applications (e.g. mobile applications and metaverse)
Master Thesis (Machine Learning) Dublin, Ireland (Freelancer)
Nov 2020 - Jun 2021
Adversarial Domain Adaptation of Synthetic 3D Data to Train a Volumetric Video Generator Model.

Bitifeye Digital Test Solutions GmbH

Software and Hardware Engineer Böblingen, Germany (Full-Time)
Oct 2016 - Oct 2017
Development of FPGA designs in VHDL and Verilog. Circuit design and high-speed digital design. Programming of automated pre-compliance tests for high-speed digital standards such as MIPI C-Phy, D-Phy und M-Phy. Firmware programming in C++.
Copoorate Student Electrical Engineering Böblingen, Germany (Full-Time)
Oct 2013 - Oct 2016
Design and test of electronic circuits. Programming of test software in C#. High-speed digital cable testing using network analyzer.

Education

PhD, Multi-Modal Generative Deep Learning
Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
Oct 2021 - Present
Researching on 3D reconstruction using multi-modal generative deep learning. Finished 2 publications in the field of GANs and diffusion models. Working on 2 publications concerned with monocular 3D reconstruction using foundation models, and applying Mamba state space models for time-series prediction.
M.Sc., Electronic Systems for Communication and Information
Universidad Nacional de Educación a Distancia (UNED), Madrid, Spain
Oct 2019 - Jun 2021
Earned multiple distinctions (3 Matricular de Honor), Subjects included: microprocessors, wireless communications, satellite and mobile communications.
Grade: 9.4 (German equivalent 1.0)
Thesis: Adversarial Domain Adaptation of Synthetic 3D Data to Train a Volumetric Video Generator Model
B.Eng., Electrical Engineering
Duale Hochschule Baden-Württemberg (DHBW), Horb am Neckar, Germany
Sep 2013 - Aug 2016
Corporate student program with alternating theoretical and practical semesters. Subjects included: signal & system theory, computing, radio frequency technique, electronics.
Thesis: Development of Methodologies for a MIPI DSI-Device for Demonstration Purposes

Language Skills

German
Native
English
Fluent
Spanish
Fluent

Awards

Technology Award - Unleash GenAI Bosch Hackathon
Robert Bosch GmbH
Nov 2023
Matrícula de honor for „Final Master Thesis“
UNED - Universidad Nacional de Educación a Distancia
Oct 2021
Matrícula de honor for „Multimedia for Information and Communication Systems“
UNED - Universidad Nacional de Educación a Distancia
Jun 2021
Matrícula de honor for "Microprocessor Techniques"
UNED - Universidad Nacional de Educación a Distancia
Jun 2020

Organizations and Societies

IEEE - Eta Kappa Nu
2021 - Present
Honor society of the IEEE promoting scholarship, character and attitude.
IEEE - Computer Society
2023 - Present
Largest global community of computer scientists and engineers.
MIPI Alliance
2016 - 2017
Developing interface specifications for mobile and mobile-influenced products.

Programming/Scripting Languages and ML Frameworks

C++
Professional Experience
Python
Professional Experience
TensorFlow
Professional Experience
PyTorch
Professional Experience
Docker
Professional Experience
Bash
Professional Experience
Git
Professional Experience
MATLAB
Professional Experience
C#
Professional Experience
Java
Personal Experience
JavaScript
Personal Experience
iOS Swift
Personal Experience
Verilog
Professional Experience
VHDL
Professional Experience
HTML
Personal Experience
PHP
Personal Experience
CUDA
Professional Experience
Numpy
Professional Experience
Pandas
Professional Experience
Numba
Professional Experience
openCV
Professional Experience
Torch Lightning
Professional Experience

Certificates

Fundamentals of Accelerated Computing with CUDA Python - Sep 2024 - View Certificate
Nvidia
Advanced Programming Learning Path
Udemy

Courses:

Fundamentals of Reinforcement Learning - Dec 2021 - View Certificate
University of Alberta
TDP - Talent Development Program - 2021 - 2023
Robert Bosch GmbH

Courses:

  • Self-Awareness - Oct 2021
  • Communication & Cooperation - Oct 2021
  • Shaping Bosch - Oct 2021
  • Market my Expertise and Myself - May 2022
  • The Expert Framework - Jul 2022
  • Self-Efficacy - Impacting my team and beyond - Oct 2022
TensorFlow Advanced Techniques Specialization - Jan 2021 - View Certificate
Deeplearning.ai

Courses:

LFG - Leadership Focus Group - 2020 - 2021
Robert Bosch GmbH

Courses:

  • Module 1 - Creating Values for my Customers - Q2/2020
  • Module 2 - Leading Myself and my Team - Q2/2020
  • Module 3 - Fascinating Customers - Nov 2020
  • Module 4 - Mastering Complexity - Feb 2021
  • Module 5 - Keeping the Promise - Mar 2021
  • Module 6 - Stay on Track - Apr 2021
Generative Adversarial Networks (GANs) Specialization - Nov 2020 - View Certificate
Deeplearning.ai

Courses:

iOS 13 & Swift 5 - The Complete iOS App Development Bootcamp - Oct 2021 - View Certificate
Udemy
TensorFlow Data and Deployment Specialization - Sep 2020 - View Certificate
Deeplearning.ai

Courses:

TensorFlow Developer Specialization - Aug 2020 - View Certificate
Deeplearning.ai

Courses:

  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Aug 2020 - View Certificate
  • Convolutional Neural Networks in TensorFlow - Aug 2020 - View Certificate
  • Natural Language Processing in TensorFlow - Aug 2020 - View Certificate
  • Sequences, Time Series and Prediction - Aug 2020 - View Certificate
Self-Driving Cars Specialization - Aug 2020 - View Certificate
University of Toronto

Courses:

Deep Learning Specialization - Aug 2020 - View Certificate
Deeplearning.ai

Courses:

Machine Learning - Jul 2020 - View Certificate
Stanford Online
Project Management Fundamentals - 2018 - 2019
Robert Bosch GmbH

Courses:

  • Project Management Fundamentals - Basics - Jun 2018
  • Project Management Fundamentals - Project team development and communication - Mar 2019
  • Project Management Fundamentals - Leadership in projects - Apr 2019
  • Project Management Fundamentals - Combining classic and agile project management - Oct 2019