About Timo
Software Development
- Advanced programming skills in multiple languages, including Java, Python, C++, SQL, C, and Haskell
- Experience in backend development
- Experience developing novel no-code relational data processing desktop applications for improved user accessibility
Data Analysis & Machine Learning
- Experience in creating and curating datasets for LLM training
- Data analysis and customer segmentation for international clients
- Developed data processing applications
- Implemented efficient data matching procedures
- Skills in building automated procedures for database migrations and handling large datasets efficiently
Robotics & AI
- Expertise in reinforcement learning and genetic algorithms
- Knowledge in robotic systems, including implementation of a robotic arm using autoencoders and developing an obstacle avoidance algorithm using artificial potential fields
- Practical experience in LLM dataset generation & quality management
Development Tools & Frameworks
- Spring, Maven, JUnit
- CMake, Eigen, Google Test
- PyTorch, Pandas
- Git, GitHub Actions
- Jira
German
Native or bilingual
English
Fluent
French
Conversational
Chinese
Basic
Remote only
Primarily works remotely
Experience
- ███████ GmbHProjektmanager & SoftwareentwicklerMay 2022 - June 2025 (3 years and 1 month)Nürnberg, Germany
- Planung und Umsetzung von IT-Projekten im Finanzbereich
- Durchführung von Datenanalysen
- Prozessautomatisierung
- Entwicklung von Desktop-Anwendungen
- Technische Universität MünchenTutorOctober 2021 - April 2022 (7 months)München, GermanyVorbereitung und Durchführung von Tutorien für Studenten im Bereich Objektorientierte und Funktionale Programmierung
- █████████ GmbHBack-End-EntwicklerSeptember 2020 - August 2021 (1 year)Munich, Germany
- Backend-Entwicklung (Java, Spring)
- Unit Testing
- Entwicklung von internen Tools zur Prozessoptimierung
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Education
- M.Sc. (TUM) Robotics, Cognition, IntelligenceTechnische Universität München2024Robotik, Kognitive Systeme, Machine Learning, Deep Learning, Reinforcement Learning, Autonomes Fahren, Elektrofahrzeugtechnik
- B.Sc. (TUM) InformatikTechnische Universität München2021Objektorientierte Programmierung, Funktionale Programmierung, Hardwareprogrammierung, Netzwektechnik, Verteilte Systeme, Theoretische Informatik, Wahrscheinlichkeitstheorie