Personal Website of

Dr. Felix Sébastien Bourier

Senior Data Scientist & AI Engineer • Computational Physics

About & Portfolio

Skills

Felix's technical skillset is a synergy of precision science and scalable software engineering. With a background in Physical Chemistry and a PhD-level expertise in EUV Metrology, he specializes in architecting high-performance data pipelines and ML-driven anomaly detection. His stack ranges from low-level hardware communication to cloud-native MLOps orchestration, always emphasizing code robustness and mathematical accuracy. Explore the categories below to see the depth of his technical expertise, or visit his projects for live applications, career milestones, or the mission page for an overview of his engineering philosophy.

Science
University, ZEISS - PhD
Physical Chemistry 90%
University, ZEISS - PhD
Nanotechnology 90%
University - Master
Semiconductor Quantum Dots 80%
University - Publication
Atomistic Modeling 80%
University - Publication
Chemical Synthesis 80%
ZEISS - EUV Reflectance Metrology on Bragg Mirrors
EUV Metrology 70%
University - PhD
DFT Calculations 60%
University, ZEISS - Used for Data Evaluation and Metrology
Statistics 60%
Private, University, ZEISS - Production Ready Software
Benchmarking / Profiling 60%
University - Publication
Band Gap Simulations 60%
University - Bachelor
Biochemistry 55%
Private, University - PhD
Kinetics 55%
Private, University - PhD
DFT-Simulations 55%
Private, University - PhD
Computer-assisted validation 55%
University - Bachelor
Molecular Life Science 50%
University, ZEISS - PhD
Physics 50%
Private
Astronomy 50%
University - Publication
Spectral Diffusion 40%
University, ZEISS
Monte Carlo Methods 40%
ZEISS
Ray Tracing: 35%
AI & Machine Learning
Private, University, ZEISS
Data Engineering 70%
ZEISS
Anomaly Detection 65%
ZEISS - Autoencoder
Keras 55%
Private - Character and MIDI-Music generation
RNNs 50%
ZEISS - Autoencoder
Tensorflow 40%
ZEISS - Autoencoder
Pytorch 40%
Workshop, ZEISS - Autoencoder
Scikit-learn 40%
ZEISS, Private - Anomaly Detection, Stable Diffusion
Latent Space Analysis 40%
Cloud & MLOps
Private - ETL Pipeline Deployment
AWS 60%
ZEISS - Git and Agile Methods
Azure DevOps 60%
ZEISS - Agile Methods
Jira 60%
Private, ZEISS - Containerization Efforts
Docker 55%
ZEISS - Automatic Data Evaluation and Validation
ETL-Pipelines 50%
ZEISS - Automatic Testing and Deployment
CI/CD Pipelines 45%
Private - Deployment of AWS Settings Infrastructure
Terraform 40%
Private, University - Used Clusters for DFT Calculations
HPC Computing 40%
Private, ZEISS - Containerization Efforts
Kubernetes 30%
Private
Apache Kafka: 30%
Coding
Private, University, ZEISS - Production-ready Evaluations
Python 3 85%
Private, University, ZEISS - Production-ready Evaluations
MATLAB 75%
Private, University, ZEISS - Production Ready GUIs
GUI Development 70%
Private, ZEISS - Version Control
Git 70%
Private, University, ZEISS - Gabbing Text
Regex 70%
Private, ZEISS - Data Wrangling
SQL 55%
ZEISS - Machine Programming
Lua 55%
Private, ZEISS
Web Development 50%
Private - Used for RNN Acceleration
CUDA 40%
Private - Web Development
Javascript 40%
Private, University - Cluster Control
Bash 40%
Private - Web Development
PHP 35%
Private, ZEISS - Machine Programming
C# 25%
Private, ZEISS - Programming
C/C++ 15%
Data Analysis & Big Data
Private - Data Wrangling
Pyspark 80%
Private - Data Visualization
Palantir Impact 55%
ZEISS - Data Visualization an Filtering
Elasticsearch 55%
Further Tools & Methods
ZEISS - ISO27001 Training
Information Security 75%
ZEISS - Project Management
Agile Methods 70%
Private, ZEISS - Addressing of Devices
System Communication 70%
Generative AI
Private, ZEISS - Development and GenAI
Prompt Engineering 65%
Private - Explorative, Cut-Scheduler Development
Disco Diffusion 60%
Private - Explorative
Stable Diffusion 50%
Images / Graphical
Private, University, ZEISS
Inkscape 70%
Private, University, ZEISS
Gimp 55%
Private, University, ZEISS
Cinema 4D 50%
Soft Skills
Private, University, ZEISS
Curiosity 100%
Private, University, ZEISS
Self-Organization 95%
Private, University, ZEISS
Teaching 85%
Private, University, ZEISS
Interdisciplinary Bridging 80%
Private, University, ZEISS
Project Management 80%
Private, University, ZEISS
Public Speaking 80%
Private, University, ZEISS
Analytical Thinking 80%
Private, University, ZEISS
Stakeholder Management 70%
Private, University, ZEISS
Leadership 70%
Private, University, ZEISS
Mentoring & Coaching 70%
Languages
Native Language
German 100%
School - C2 Level
English 95%
School - A2
French 15%
Duolingo and Friends
Russian 15%
Interests
Private
Gaming 80%
Private
Singing 70%
Private
Skiing 70%
Private
Swimming 60%