Tim Luka Horstmann
Computer Scientist | AI Enthusiast | Entrepreneurial Thinker
Passionate about impact and innovation
đ Paris, France
Computer Scientist | AI Enthusiast | Entrepreneurial Thinker
Passionate about impact and innovation
đ Paris, France
A brief overview of my career, education, and experience.
View Resume⢠PhD Track in Computer Science
⢠MSc in Data and Artificial Intelligence (M2)
MPhil in Advanced Computer Science
BSc in Business Informatics
Abitur (University Entrance Qualification)
Fellow Intern
Munich, Germany
Business Intelligence Intern
London, United Kingdom
Dual Student
Frankfurt, Germany
AI research project in regulatory technology (RegTech), utilizing advanced machine learning and natural language processing techniques. The project focused on improving regulatory compliance in financial institutions through innovative automated analysis of thousands of legal documents containing financial regulatory information.
Conducted a comparative analysis of two state-of-the-art constituency parsers, the Charniak-Johnson parser and the Berkeley Neural Parser, as part of Cambridgeâs L95, "Introduction to Natural Language Syntax and Parsing" course. The project focused on evaluating performance and identifying error patterns, highlighting the advantages of modern neural parsing techniques. Implemented in Python using bllipparser and benepar libraries.
Details coming soon...
A machine learning pipeline designed to analyze cardiac audio signals and classify heart murmurs. The project leverages advanced audio processing techniques such as MFCCs and spectral contrast, coupled with sensitivity-focused models, to enhance clinical decision-making in mobile health applications.
Worked with stakeholders across different organizations and drove resolution of the defect by setting up a QuickSight dashboard on top of Redshift ETL pipelines and using machine learning.
Development of a novel time series forecasting algorithm based on XGBoost regression models for accurately disaggregating customer demand data for use in Continental AG's customer demand planning processes.
Development of a computer vision model using YOLO for detecting fire-related objects in images. This project was part of a technical test for the Machine Learning Research Intern position at Hi! PARIS.
Details coming soon...
German (native) | English (fluent, TOEFL C2) | French (fluent, DELF A1, A2 & B1, DFP affaires B2)
Python
Java
SQL
VBA
JavaScript
HTML/CSS
Ruby
PyTorch
Hugging Face
Scikit-Learn
NumPy
Pandas
Matplotlib
Jupyter
Git
Bash
IoT
Ansible
Wordpress
macOS
Linux
Windows
France Excellence Europa Scholarship:
Awarded by the French government to a select group of top-performing European students for outstanding academic achievement. Pre-selected as one of only 5 students from Germany, and subsequently chosen among all candidates across 26 EU countries.
IP Paris Excellence Scholarship:
Awarded for academic excellence. Exemption from tuition fees, annual five-figure allowance during masterâs program, and fully funded PhD program.
Studienstiftung des deutschen Volkes:
Awarded for outstanding academic potential by Germany's largest, oldest, and most prestigious scholarship foundation. Scholarships are awarded to fewer than 0.3% of German students.
Deutschlandstipendium:
Awarded for excellent academic results, civic engagement, and special personal achievements.
e-fellows.net:
Awarded for outstanding academic results and high potential.
QuantCo Scholar:
Full conference and travel scholarship to attend the German American Conference 2024 at Harvard University.
McKinsey College (since 2023)
McKinsey Firsthand (since 2021)
BCG LINK (since 2023)
BCG Emerald (since 2022)
Bain Spark (since 2023)
Alumni Association Prize for Graduate Excellence:
Awarded by Lucy Cavendish College, University of Cambridge, for outstanding academic performance in a scientific MPhil with Distinction, including a monetary prize.
ContiBester:
Honored as one of the best graduates from Continental AG´s corporate dual study program.
DMV Prize:
Honored by the German Mathematical Society for outstanding achievements in Mathematics.
One of the Best Graduates in NRW:
Honored as one of the best graduates of North Rhine-Westphalia, Germanyâs largest federal state, by Minister-President (ret.) Armin Laschet.