I'm a cross-functional digital engineer with Product Mindset. I have 2 bachelor degrees & 2 year industrial experience in Data Science. I specialize in Fintech, thereby contributing to the achievement of the 8th Sustainable Development Goal "Decent Work and Economic Growth".
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Work Experience
Lead Product Analyst, Modulbank
Built a product report for Internet Acquiring (metrics development + ETL + PowerBI) Coached Product team in data-driven culture & analytics
Stack: MS SQL, Power BI, Python Metrics Hierarchy, Metrics Frameworks, Unit-economics
Data Science Teamlead, Modulbank
Led a team of 3 person in end-to-end predictive & analytics application development, MVPs & Machine Learning. Produced analytics, models & code that helps to safe more than 1M rubles per month.
Data Scientist in Customer Insights Department, AkBarsDigitalTech
Predictive machine learning models development. Customer segmentation based on behavioral data. Writing analytical reports for new products in B2C banking.
Developed assignment about Python & NLP for 8-11 from students Mentorship and solutions evaluation on final hackathon Wrote methodological recommendations to school teachers to prepare students for the Olympiad
Education
Product Mindset Program
Accomplished 7 weeks program about Product Management and won Rob Fitzpatrick's workshop
Data Science master program, Innopolis University
Accomplished courses about NLP, ML, BI&ETL, RDBMS development, Graph mining, R&D Management, & UX/UI Led a Student's Data Science Club
AI Bachelor degree, Innopolis University
Accomplished courses about ML, AI, Data Mining, Artificial Cognitive Systems & etc. Collected venues from Instagram API & Built CF recommender for thesis work
ICT Bachelor degree, USATU
IT degree with math, programming, hardware & business modelling courses Led a Student's club about Study Aid, Professional Skills development & Intelligent Games
Profesional Skills
Python & Dev
5+ years programming experience Data Scraping & Processing, web-sites, RESTful microservices / APIs, PostgreSQL, MSSQL Linux, Docker, Git
Product Analytics & BI
A/B testing, Unit-economics, Metrics Hierarchy, Funnels, Segmentation, Lean Canvas, JTBD, CJM. Worked with Mixpanel, PowerBI, MS SQL
ML & NLP
2+ year experience with numpy, pandas, sklearn, xgboost, hadoop, matplotlib, seaborn, gensim, nltk, pyspark supervised & unsupervised learning
Management & Facilitation
Experienced with Scrum and Kanban, setting goals, developing a learning plans & team coaching. Worked with Jira, Trello, Confluence, Kaiten. Studied management for R&D, DS and Product teams.
— Experience to built&ship Machine Learning and NLP models to production — 5 years experience to program in Python — Experience to pull data from SQL & Hadoop sources — Experience to scrape data from API's & web-sites — Ability to built reports with PowerBI, Excel & PowerPoint — Experience to decompose OKR's into analytics&development tasks — Experience to lead&work with Agile, Scrum, Kanban processes