Skills & Expertise

A comprehensive overview of my technical skills and proficiencies

Programming Languages

Core programming competencies

Python
5+ years

Proficient - Main language for ML and data processing

C
Advanced

Strong understanding of low-level programming

C++
Intermediate

Familiar with OOP and performance optimization

Java
Advanced

Backend development and software engineering

SQL
Intermediate

Queries, database manipulation

Machine Learning & Data Science

ML libraries and expertise areas

Libraries & Frameworks

scikit-learn
pandas
numpy
TensorFlow
PyTorch

Expertise Areas

Feature Engineering
Data Preprocessing
Probabilistic Modeling
Statistical Analysis
Predictive Modeling
Model Optimization
LLM Integration

Web Development & APIs

Frontend and backend technologies

Frontend

HTML
CSS
JavaScript

Intermediate - Web frontend fundamentals

Backend & Automation

FastAPI
Playwright
BeautifulSoup4

REST API development, web scraping and automation

Tools & Technologies

Development and productivity tools

LaTeX
Proficient

Academic writing and documentation

Git
Intermediate

Version control

Linux
Intermediate

Shell scripting, server setup

Excel & PowerPoint
Basic

Reporting and visualization

Spoken Languages

Communication proficiencies

German
Native (C2)
English
Fluent (C2)
French
Intermediate (B1)