Madina A. Email and Phone Number
Experienced Data Scientist with demonstrated history of working in telecom, egov, mining industries. Skilled in data science, machine learning and deep learning. As a Data Scientist at Caterpillar, I am currently engaged in projects that leverage Large Language Models (LLMs) and Generative AI applications.
Caterpillar Inc.
View- Website:
- caterpillar.com
- Employees:
- 50927
-
Senior Data ScientistCaterpillar Inc. Mar 2024 - PresentChicago, Illinois, United States -
Big Data Analyst (Data Scientist)Veon Oct 2021 - Apr 2024● Built Next Best Offer recommendation model, increasing CR by 13% and revenue by 6%● Built PtB model for product increasing CR by four times● Built customer churn model reducing churn rate by 8%● Developed online and offline triggers on PySpark and Apache Kafka to support decision making -
Head Of Big Data AnalyticsNational Information Technology Aug 2019 - Oct 2021Astana● Managed team of 17 data engineers and 8 data analysts and delivered analytical solutions to government ● Led team and built daily filled government data lake using Clickhouse and Pentaho DI (daily integrations with 45 government databases)● Led team and implemented 10 analytical solutions based on data lake at 6 ministries using Python, Power BI, Pentaho which optimized budgets of ministries by billions of tenge -
Head Of Information Systems Development | Team Lead, Integrated Planning System ProjectKap Technology Llp Jan 2018 - Aug 2019Astana● Managed team of 16 developers and automated business processes of financial and production planning with elements of scenario based analysis, AI and mathematical optimization● Automated the process of financial consolidation, decreasing processing time from 2 months to 5 minutes● Successfully implemented Planning System in Kazatomprom and 4 subsidiaries -
Data Scientist, Integrated Planning System ProjectJs Nac "Kazatomprom" Sep 2016 - Dec 2017Astana● Built optimization model for uranium holes activation schedule that automated process of planning and optimized budget by 10%● Identified bottle necks in production process and optimized electricity budget● Improved the accuracy of forecasting uranium production by 20% using segmentation analysis and classification -
Intern Junior ConsultantSas Jan 2016 - Aug 2016Astana● Built decision tree for fraud identification in customs● Built pilot of planning system
Madina A. Education Details
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Applied Mathematics And Computer Science
Frequently Asked Questions about Madina A.
What company does Madina A. work for?
Madina A. works for Caterpillar Inc.
What is Madina A.'s role at the current company?
Madina A.'s current role is Senior Data Scientist at Caterpillar.
What schools did Madina A. attend?
Madina A. attended Lomonosov Moscow State University (Msu).
Who are Madina A.'s colleagues?
Madina A.'s colleagues are Stephen Richardson, Christopher Harris, Jeremy Hammar, Thomas Lee, Sanjeevi Jayaraman, Pmp, Antwon N., José Júnior Martins.
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