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Data Scientist at ITMO University
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
deadline-constrained-scheduling
September 1, 2025 – September 1, 2025
Code of experiments in the paper "Efficient Deadline-Constrained Scheduling and Hybrid Parallelism Optimization of Distributed AutoML Pipelines"
View Projectawesome-deep-research
February 6, 2025 – February 8, 2025
A list of resources on the topic of deep research implementation
View Projectawesome-vertical-federated-learning
January 22, 2024 – July 29, 2025
A curated list of advancements in Vertical Federated Learning, frameworks and libraries.
View ProjectStalactite
November 22, 2023 – August 21, 2025
Stalactite is the framework implementing the vertical federated learning paradigm.
View ProjectINTERSPEECH-2023-24-Papers
June 26, 2023 – December 25, 2024
INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!
View ProjectLightAutoML_Spark
October 14, 2021 – April 17, 2023
LightAutoML_Spark — GitHub repository
View ProjectAutoTM
January 19, 2021 – Present
Automatic hyperparameters tuning for topic models (ARTM approach) using evolutionary algorithms
View ProjectOptimisationAlgorithms
October 16, 2018 – January 15, 2019
Searching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal research and open-source contributions, indicating a strong drive for self-directed learning and innovation. This aligns well with a culture that values continuous learning and technical exploration. However, the lack of team-based projects or professional experience makes it difficult to assess collaboration and broader cultural integration.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions suggest an independent and research-oriented approach.