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Computer Science PhD-Student at Leibniz University Hannover
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Assessing your cultural and operational fit
Leibniz Universität Hannover
Data Scientist
June 27, 2026 – Present
bonni
January 8, 2026 – Present
BONNI: Bayesian Optimization via Neural Network surrogates and Interior Point Optimization
View Projectpy-pdp-partitioner
March 6, 2022 – February 22, 2024
Python implementation of "Explaining Hyperparameter Optimization with PDPs" (https://arxiv.org/abs/2111.04820)
View Projectppo_compiler_gym
February 20, 2022 – October 31, 2023
Submission of PPO Implementation for Compiler Gym
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal, research-oriented projects, primarily in Python and C++. While demonstrating strong technical initiative and deep dives into specific areas like FDTD simulations and Bayesian optimization, there is limited evidence of diverse team collaboration or broader industry project experience. The current role as a Data Scientist aligns with the target role, but the overall breadth of experience outside of highly specialized technical projects is not clearly demonstrated, which might impact cultural fit in a more diverse team or product-focused environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.