
Dr. Kilian Holzapfel
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Kilian Holzapfel
- Bis heute 6 Monate, seit Dez. 2024
Applications Engineer
SmartRay GmbH
- 7 Monate, Apr. 2024 - Okt. 2024
Senior Data Scientist
SII Technologies GmbH
Analysed autonomous driving test data across multiple countries to enhance system safety. Developed a new code and data architecture, achieving significant improvements in runtime, implementation speed, debugging, and data consistency. Deployed a machine learning model for time series classification and introduced advanced sensor fusion methods. Spearheaded the development of a data-driven trace analysis, improving operational efficiency, establishing a data governance and machine learning strategy.
- 1 Jahr und 2 Monate, Sep. 2023 - Okt. 2024
Board Chairman | Volunteering
Stadtpiraten e.V.
• Childcare Center in Schwabing with 15 children and 3 full-time employees
- 9 Monate, Juni 2023 - Feb. 2024
Postdoctoral Researcher | Data Scientist | Physicist
TUM München
• Analysing environment parameters and light background, which are essential for the P-ONE particle detector • Numerical simulation • ML • Time series analysis • Com-puter vision • Big data • Sensor fusion • LiDAR • Camera • PMT • Publishing two papers
- 1 Jahr und 2 Monate, März 2020 - Apr. 2021
Team Lead & Strategy Consultant
ito & TUM
• Initialized the Bluetooth Specification WENS & Member of the Working Group • Strategy Consultation of SAP & Dutch Government • International Networking • Co-founding of Linux Public Health • Press work • Lab measurements • Encryption
- 3 Jahre und 7 Monate, Juni 2016 - Dez. 2019
Foundation & Chairman
Homanit Sailing Team
• Founded an international sailing team of 8 young talents• Won two Corinthian world championships • Organizing sponsorships
- 4 Jahre und 3 Monate, Dez. 2014 - Feb. 2019
Scientific Assistant | Hardware Developer
TUM München
• Rapid hardware development of prototypes • Successful deployments in Lake Baikal and the Pacific Ocean • Design optimizations • Lab testing • Risk mitigation
Ausbildung von Kilian Holzapfel
- 4 Jahre und 5 Monate, März 2019 - Juli 2023
Physics
TU Munich
Quantifying never-before-measured deep-sea bioluminescence properties by developing an ML computer vision algorithm trained on over 1 million unlabelled 16-bit raw images, with fine-tuned feature extraction that guarantees bias suppression, allowing the use of a physical effect for training to ultimately achieve separation of weak signals from noise down to clusters of 5 pixels. • Optical simulation • Statistics • ML • BigData • Database
- 3 Jahre und 3 Monate, Okt. 2015 - Dez. 2018
Physics
Technische Universität München
• Demonstrating the improved calibration capabilities in GVD, such as reducing the detector's position errors by over 90%, achieved through a comprehensive data anal-ysis. • Optical simulation • Analyzing real world data
- 3 Jahre und 11 Monate, Okt. 2011 - Aug. 2015
Physics
Technische Universität München
• Inventing a 4π-isotropic light source with an intensity delta below 2% by setting up a ray tracing simulation in C++ and utilizing it for optimization
Sprachen
Deutsch
Muttersprache
Englisch
Fließend
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