Vadim Potemkin
Hamburg, Germany
Summary
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Top SchoolVadim Potemkin is a Senior Software Engineer and ML specialist based in Hamburg with a PhD and seven years of experience applying research-grade machine learning to real-world problems. He has driven AutoML and time-series anomaly detection work at ITMO, contributing CI/CD, feature-caching, dataset generators, and documentation to the open-source Fedot.Industrial project while also leading experimental research on multi-agent system graph generation and benchmarking. Vadim bridges academic rigor and engineering delivery—coordinating cross-functional teams, integrating state-of-the-art multi-agent frameworks, and turning paper insights into reproducible experiments. His background in numerical simulation and patented Python tools from a prior PhD-driven role gives him a practical edge in data-intensive, simulation-backed ML systems.
7 years of coding experience
2 years of employment as a software developer
PhD, Mineral Processing Technology, 5, PhD, Mineral Processing Technology, 5 at Saint Petersburg Mining UniversityTraining Courses, Python Software Development, 5, Training Courses, Python Software Development, 5 at ITMO University
Russian, English, Serbian, German
Github Skills (34)
anomaly-detection10
feature-extraction10
classification10
machine-learning10
evolutionary-algorithms10
automl10
python9
time-series9
parameter-tuning9
genetic-programming9
partial8
automated-machine-learning8
swarm-intelligence7
data-mining7
differential-equations7
Programming languages (2)
Github contributions (5)
technocreep/settle_velocity
Jun 2020 - Nov 2022
This project is a part of my PhD. The purpose of this snippet is to estimate sedimentation velocity of polymineral suspension intergrowth depending on their liberation level.
Contributions:1 PR, 3 pushes, 1 branch in 2 years 5 months
pythonsnippetsuspensionpurposeestimate
technocreep/TUI_calculator
Jun 2020 - Aug 2025
Terminal application, by the way my favourite one, which is no more than a simple calculator but it uses console user interface. It also has history function to observe previous calculations.
Contributions:2 PRs, 4 pushes, 2 branches in 5 years 2 months
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