CV
Ivanov Mikhail
- Moscow, Russia
- 8-960-8-7777-58
- mikhail.ivanoff.ef@gmail.com
- @mishquad telegram
Data scientist / Data analyst with 2 years of experience implementing data-driven and ML solutions in various business tasks. Tackled challenges in both creating models from scratch and refactored obsolete ones to enhance business metrics and efficiency of related non-data departments by 25%. Solid python skills and setting up CI-CD experience that allowed to upscale team performance and development speed by 30%.
Experience:
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Data analyst “Tinkoff Bank” / “T-Bank” 07/2023 – Present - Refactored previous ML model to rate legal entities on subject of illegal transactions, massively increased performance metrics by 30%.
- Visualized all technical, proxy and business metrics related to model via Apache SuperSet.
- Based on that model, created tools (“indulgence”, “autocampaign”) that automatize scripted actions of 3 employees, that were doing manual check.
- Created Python tool for analysts team to monitor data drift to speed up research and detect anomalies.
- Integrated team’s solutions into company’s general FeatureStore allowing to extend possibilites for feature analysis and pipilined validation.
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Data analyst intern “Raiffeisenbank” 01/2023 – 07/2023 - Implemented recommendation model that delivered accurate personalized offers to different social-demographic clusters of clients, which allowed to boost efficiency of advertising by 20%.
Education:
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Master’s degree 2023 - 2025 ITMO university, Faculty of applied computer science -
Bachelor’s degree 2019 - 2023 Russian Presidential Academy (RANEPA), Faculty of Economics - Coursera, 2022: Data Science and Machine Learning specialization by Yandex&MIPT
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MTS.Teta ML Summer school 06/2021 – 09/2021 - Kaggle : Top 4% in MTS.Teta in-class ML competition
Skills:
- Python (DA+ML+DS+DL libs)
- SQL (MySQL, Postgres, SAS)
- Linux shell, git, ClearML, dvc, poetry, docker
- Tableau / Apache SuperSet
Languages:
- Russian : Native speaker
- English : Advanced