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
  • 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.
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.

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/
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
Expert & Methodist
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

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
Awards