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BMW Group
Data Scientist
June 22, 2026 – Present
hpmpc
June 26, 2023 – Present
High Performance Implementation of Secure Multiparty Computation protocols
View Projectcifar10-shamir
November 30, 2022 – November 30, 2022
Federated Learning with Cifar 10. Weights are aggregated uses Shamir's Secret Sharing.
View ProjectTTP-Comparison
September 23, 2022 – October 14, 2022
Benchmark the runtime of a function using a Trusted Third Party (Player 0) instead of using a Secure Multiparty Computation Protocol.
View ProjectMP-Slice
August 3, 2022 – November 5, 2023
Implementation of mutliple SMC protocols with the possibility to perform Bit Slicing
View ProjectCRGC
June 17, 2021 – May 5, 2022
Transform a C++ function or a boolean circuit stored in Bristol Fashion into a Reusable Garbled Circuit
View Projectfitnesse-html-util
June 2, 2021 – November 22, 2023
Clean Code - Functions - Refactoring Example
View ProjectDigital-image-processing
April 11, 2021 – April 13, 2021
This project proposes algorithms for different image processing problems, such as Contrast Enhancement, Image Segmentation, Object Detection, and Noise Reduction.
View ProjectHackaTUMCovid20
April 17, 2020 – April 23, 2021
This project fetches live ventilator data of Covid19 patients from a server, analyzes it, and displays it to a doctor via an iOS/Android app.
View Projectcodingcoach
April 29, 2019 – May 16, 2021
Learn how to code with simple games and lessons. Android/iOS App made with Flutter.
View ProjectProfJarvis
December 7, 2018 – April 28, 2021
Train with your flashcard deck via voice while you are driving, cooking, etc.
View ProjectCultural Fit Analysis
The candidate's personal projects showcase a strong drive for innovation and a willingness to explore diverse technical domains, from secure computation to mobile development and image processing. This breadth of interest and self-driven learning aligns well with a culture that values continuous improvement and tackling challenging problems. The focus on privacy-preserving AI/ML (SMC, Federated Learning) indicates an awareness of ethical considerations in data science, which is a positive cultural fit for responsible AI development. The current role as a Data Scientist at BMW Group, although with a future start date, suggests alignment with industry applications of data science.
Soft Skills & Operational Fit
The candidate's project portfolio demonstrates a strong initiative and ability to work on complex, self-directed projects. The diversity of projects, from secure computation to mobile app development, suggests adaptability and a broad interest in technology. However, without psychometric or English test scores, it is difficult to assess specific soft skills like logical reasoning, work attitude, stress handling, or team collaboration.