| Artur Samigullin Data Scientist in Fintech & Banking 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". |
Profesional Skills
Python & Dev
5+ years programming experience
Data Scraping & Processing, web-sites,
RESTful microservices / APIs,
PostgreSQL, MSSQL
Linux, Docker, Git
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
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
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.
Worked with Jira, Trello, Confluence, Kaiten.
Studied management for R&D, DS and Product teams.
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
(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.
Stack: MS SQL, Python, ETL, Hypothesis testing,
Requirements management
Produced analytics, models & code that helps to safe more than 1M rubles per month.
Stack: MS SQL, Python, ETL, Hypothesis testing,
Requirements management
Middle Data Scientist in R&D team, AkBarsDigitalTech
Developed an NLP microservice that trains in HitL environment
and as a part of Aimee product automated
AkBars Bank's support chat by 34%
Stack: Python, PostgreSQL, Gensim,
Annoy, Docker, Scrum
https://www.akbars.ru/aimee/
and as a part of Aimee product automated
AkBars Bank's support chat by 34%
Stack: Python, PostgreSQL, Gensim,
Annoy, Docker, Scrum
https://www.akbars.ru/aimee/
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.
Stack: Python, PySpark, Sklearn, Hadoop
Stack: Python, PySpark, Sklearn, Hadoop
Expert & Methodist
1st All-Russia Fintech Olympiad
1st All-Russia Fintech Olympiad
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
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
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
RDBMS development, Graph mining,
R&D Management, & UX/UI
Led a Student's Data Science Club
AI Bachelor degree,
Innopolis University
Innopolis University
Accomplished courses about ML, AI,
Data Mining, Artificial Cognitive Systems & etc.
Collected venues from Instagram API &
Built CF recommender for thesis work
Data Mining, Artificial Cognitive Systems & etc.
Collected venues from Instagram API &
Built CF recommender for thesis work
ICT Bachelor degree,
USATU
USATU
IT degree with math, programming, hardware & business modelling courses
Led a Student's club about Study Aid, Professional Skills development & Intelligent Games
Led a Student's club about Study Aid, Professional Skills development & Intelligent Games
Awards
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