Almat Zhumagali
Kazakhstan, Almaty
Summary
Analytical professional with excellent comprehensive
knowledge of data programs and highly attentive to detail.
Quality-driven professional with
comprehensive experience working with teammates.
Overview
10
10
years of professional experience
Work History
Director of Data Management Department
Jusan Bank JSC
07.2024 - Current
- Implementation of Data Governance & Data Quality
- Implementation of the "golden client card"
- JID implementation.
Head of Data Governance
Bereke Bank JSC
02.2024 - 07.2024
- Organization of interaction processes between the Business block and the IT block
- Definition of the main domains of the bank
- Organization of a business glossary
- Identification of data owners
- Organization of the data quality process.
Head of Validation Department
Bereke Bank JSC
10.2023 - 02.2024
- Validation of models
- Presentation of results to the SD.
Senior Developer
Bereke Bank JSC
08.2023 - 10.2023
- Filling the Glossary
- Implementation of the Data Quality module in the Data governance project
- Data monitoring
- Quality assessment
- Report creation
- Rule development
- Error elimination
- Process automation
- Physical model
- Data catalogue.
Data Quality Analytic
Halyk Bank of Kazakhstan, JSC
01.2021 - 07.2023
- Implementation of Data Governance
- Building Data Quality processes
- Tracking data quality in the organization's systems
- Tracking changes, errors, and anomalies in data
- Assessment of the accuracy, relevance, completeness, and reliability of data
- Error elimination
- Automation of processes to ensure continuous monitoring and improvement of data quality
- Creation of reports on the state of data quality and provision of data for decision-making
- Interaction with other departments to improve data quality
- Implementation of the Informatica Data Quality product
- Development of dashboards in QLIK
- Development of Informatica DQ mappings.
Senior Data Modeling and Analysis Manager
Halyk Bank of Kazakhstan, JSC
05.2019 - 01.2021
- Working with data, analysis, cleaning, aggregation, sampling, processing using SPSS, SQL, Python
- Working with libraries pandas, numpy, scikit-learn, pyplot, matplotlib, etc
- Working with various data sources
- Building predictive models
- Cluster analysis
- Anomaly detection
- Forecasting ATM failures and visualization
- Customer churn prediction
- RFM analysis
- Identification of potential clients
- OCR, object detection, tesseract, opencv
- Reading data from an ID card.
Analyst
Kulan Oil LLC
03.2018 - 08.2018
- Forecasting sales for the next quarter and forming product orders
- Product turnover
- Control of stocks by direction, as well as movement of products between branches
- Regulation and monitoring of marginal income by direction
- Control, consideration, and approval of purchase applications related to the direction
- Analysis of quarterly and annual indicators for the past period in the direction
- Analysis of marketing campaigns
- Work in 1C.
Specialist of the Subsidizing Department (Acting Head of the Subsidizing Department)
Kazakhstan Mortgage Company
05.2017 - 03.2018
- Preparation of responses to letters and requests from state bodies, second-tier banks, borrowers, reports, and explanations on them
- Preparation of materials on the conclusion of a subsidy agreement
- Monitoring and analysis of subsidized mortgage loans approved by the Company
- Formation and placement of information on the balance of funds provided for subsidizing
- Preparation and submission of necessary reports
- Collection of information from second-tier banks and provision of a summary
- Preparation of various reports for higher authorities
- Preparation of summary tables
- Reconciliation of state funds
- Working with a large amount of data.
Specialist of Analysis and Reporting
Kazakhstan Mortgage Company
08.2014 - 05.2017
- Analysis of the loan portfolio of mortgage loans
- Analysis of acquired mortgage loans
- Preparation of reports on the acquisition of rights of claim
- Consideration of requests from state bodies, partner banks, individuals with further submission of a petition to the Authorized body
- Coordination of work with partner banks
- Preparation of a report on redeemed rights of claim on loans
- Forecasting cash flow.
Education
Master's Degree - Finance, Finance and Credit
Kazakh Pedagogical University named after Abai
Almaty01.2016
Finance and Credit, Finance
UIB
01.2014
Skills
- Python
- Machine Learning
- Oracle PL/SQL
- Jupyter
- Qlik Sense
- Scikit-learn
- Jupyter Notebook
- Data Preprocessing
- OpenCV
- Data Science
- SQL
- Git
- Data Analysis
- Pandas
- Numpy
- Matplotlib
- ETL
- Oracle DB
Professional development courses
- Fundamentals of Microsoft Power BI, Microsoft, 2021
- Informatica Data Quality, Data Integration Software KZ, 2021
- OCR and Text detection with Tensorflow, Opencv and Tesseract, Coursera, 2020
- SQL fundamentals course, Sololearn, SQL, 2019
- Python ML, DS Academy, Machine Learning, 2019
- Data Analysis in R (Data Science), Method, Data Science, 2018
- Fundamentals of Statistics, Stepik- Anatoly Karpov, Fundamentals of Statistics, 2018
- Business Training, Like, 2017
- Financial Modeling, Grata Training, 2015
Languages
Kazakh
First Language
Russian
Proficient (C2)
C2
English
Intermediate (B1)
B1
Timeline
Director of Data Management Department
Jusan Bank JSC
07.2024 - Current
Head of Data Governance
Bereke Bank JSC
02.2024 - 07.2024
Head of Validation Department
Bereke Bank JSC
10.2023 - 02.2024
Senior Developer
Bereke Bank JSC
08.2023 - 10.2023
Data Quality Analytic
Halyk Bank of Kazakhstan, JSC
01.2021 - 07.2023
Senior Data Modeling and Analysis Manager
Halyk Bank of Kazakhstan, JSC
05.2019 - 01.2021
Analyst
Kulan Oil LLC
03.2018 - 08.2018
Specialist of the Subsidizing Department (Acting Head of the Subsidizing Department)
Kazakhstan Mortgage Company
05.2017 - 03.2018
Specialist of Analysis and Reporting
Kazakhstan Mortgage Company
08.2014 - 05.2017
Master's Degree - Finance, Finance and Credit
Kazakh Pedagogical University named after Abai
Finance and Credit, Finance
UIB
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