Vadim Potemkin
Senior Software Engineer at ITMO University
Hamburg, Germany
Summary
👤
Senior🎓
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 (29)
object-recognition10
anomaly-detection10
feature-extraction10
classification10
parameter-tuning10
evolutionary-algorithms10
genetic-programming10
representation-learning9
python9
machine-learning9
time-series9
unsupervised-learning9
automl9
automated-machine-learning9
transfer-learning8
Programming languages (3)
Github contributions (5)
ismonnar/pytorch-lifestream
Sep 2024 - Feb 2025
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
Contributions:6 reviews, 8 PRs, 88 pushes in 5 months
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
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