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Anuar Sultan

Anuar Sultan

Followers of Anuar Sultan1000 followers
location of Anuar SultanAlmaty, Kazakhstan

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  • Timeline

  • About me

    Data scientist | ML engineer

  • Education

    • Schmalkalden University of Applied Science

      2018 - 2019
      Bachelor exchange student Computer Science

      During my stay at this university, I chose to study courses like Artificial Intelligence, Computer Graphics (theory and practice on C#), and German. I had perfect scores for Computer Graphics practice, though downward one at AI due to the course being designed for Master's degree students. The german language I had passed successfully, though didn't score the best results.

    • International Information Technologies University

      2016 - 2020
      Bachelor's degree Computer Science GPA: 3.08

      Activities and Societies: I am one of the 2018-2019 exchange students who studied at Schmalkalden Applied Science University(Germany) and had made unforgettable memories along with new acquaintances. As well, I am a member of the IT football league team :) At the time of education worth mentioning that teaching personnel mostly were young and those who studied abroad in the EU. Therefore, the stack and technologies provided were modern or at least in use (Java, C++, Oracle SQL). The university had a partnership with Carnegie Mellon University and we studied their courses. Apart from learning algorithms, data structures, math, developing web applications, building database architectures during my first two years as a student, we had an… Show more At the time of education worth mentioning that teaching personnel mostly were young and those who studied abroad in the EU. Therefore, the stack and technologies provided were modern or at least in use (Java, C++, Oracle SQL). The university had a partnership with Carnegie Mellon University and we studied their courses. Apart from learning algorithms, data structures, math, developing web applications, building database architectures during my first two years as a student, we had an opportunity to select our own path in a career in software development or data analysis or network administration. I have chosen the second option, and from that point, we had studied analytical tools such as PowerBI, Oracle Apex, Machine learning algorithms/solutions, and usage of non-relational databases like MongoDB. As a final diploma project, we have gathered in a team consisting of three members: web dev and 2 ML engineers. My part in the group was to implement speech recognition and text sum algos. Show less

  • Experience

    • LLP AES

      Jun 2018 - Oct 2020

      Software development team.Responsibilities included developing software on the Unreal Engine 4 (C ++). Game engine for various military transport simulators, including 3D and VR training simulators, and shooting gallery implemented on laser detection. Thinking through bot behavior algorithms and scenarios. Character and vehicle management. Connecting a database, imposing animation, and other additional fragments of visual components. Software development team.Testing software on the Android platform for product quality for release to customers, and exploring opportunities to change and improve the development process:Verification of compliance with the requirements and quality of this project;Verification of technical characteristics and software requirements;risk assessment;Task planning to improve product quality;Preparation of documentation, test environment, and data;Testing;

      • Software Engineer

        Jan 2019 - Oct 2020

      • Algorithm Developer

        Jun 2018 - Dec 2018

    • Home Credit Bank Kazakhstan

      Nov 2020 - Oct 2022
      Data Scientist

      Managed portfolios by modeling the calculation of Probability of Defaults and Loss given Defaults for provisioning purposes, enabling accurate forecasting of future risk costs.Monitored the financial and risk performance of the portfolio, employing the linear regression method based on time-series analysis to predict risk metrics.Collected data from the Data Warehouse (DWH) and conducted in-depth analysis of regulatory and management reports, leveraging statistical techniques to build hypotheses and evaluate portfolio behavior.Initiated and led projects to automate existing manual processes at both the bank and team levels, collaborating with IT teams and utilizing SQL scripting and Python programming to enhance efficiency.Developed provisioning guidelines and implemented software-level calculations, ensuring data accuracy through meticulous inspection and validation using AB testing. Show less

    • Kaspi.kz

      Nov 2022 - Feb 2023
      Data Scientist

      Collaborated with the Chief Data Officer in an antifraud team, focusing on the classification of objects based on scores obtained through a logical approach and their associated characteristics.Applied advanced Machine Learning techniques, including LightGBM, XGboost, and sklearn, to specific and non-specific datasets, extracting essential information and generating insightful and statistically sound insights.Developed and deployed Machine Learning models to simulate hypotheses, rigorously testing their validity and providing evidence-based results.Worked closely with cross-functional teams to optimize and enhance the data science process, ensuring efficient utilization of resources and driving continuous improvement. Show less

    • STEP IT Academy

      Jan 2023 - Apr 2023
      Python instructor | Introduction to Python

      Instructed students on the theoretical concepts and practical usage of fundamental features of the Python language.Taught principles of procedural programming to provide a strong foundation in structured programming.Guided students in understanding and applying principles of object-oriented programming (OOP) in software development.Developed engaging lessons, exercises, and projects to facilitate hands-on learning and practical application of Python programming.Provided guidance and support to students, fostering their programming skills and understanding of Python. Show less

    • Luxoft Serbia

      Mar 2023 - Oct 2023
      Data Analyst

      Accomplishments:Successfully transformed diverse datasets into a unified and user-readable format, leveragingskills in data handling and transformation.Proficiently utilized Pyspark, a powerful tool for efficiently processing large and widely storeddatasets.Demonstrated expertise in understanding dataset characteristics, such as structure andbehavior over time, ensuring accurate transformation aligned with system requirements.

    • Halyk Bank

      Jan 2024 - now
      Senior Data Scientist

  • Licenses & Certifications