Ismat Samadov
Data Analyst with 6+ years in the banking sector, specialising in fraud detection, risk analytics, and business intelligence across Azerbaijan's leading financial institutions.
Turning complex data into actionable insights using SQL, Python, Power BI, and machine learning — from automated reporting to predictive fraud models.
Technical Skills
SQL & Databases
Python for Data
Business Intelligence
Fraud & Risk Analytics
Predictive Analytics
Reporting & Automation
Professional Experience
Data Analyst
Bank of Baku
- Building automated data pipelines and ETL processes for product analytics
- Developing Python scripts for data processing, analysis, and report automation
- Engineering SQL-based analytical solutions for strategic goal monitoring
- Implementing automated reporting systems to replace manual processes
- Building predictive models for market trend analysis and business forecasting
- Architecting data workflows and optimizing query performance for large datasets
Fraud Analyst
Kapital Bank
- Developed ML-based fraud detection models using Python, scikit-learn, and TensorFlow
- Built and deployed behavioral scoring models for real-time fraud risk assessment
- Engineered feature pipelines for fraud pattern recognition and anomaly detection
- Implemented automated fraud monitoring systems with configurable rule engines
- Designed and optimized SQL queries for fraud investigation workflows
- Built dashboards and alerting systems for fraud trend monitoring
- Collaborated with engineering teams to integrate ML models into production systems
- Developed training materials and technical documentation for fraud detection systems
Business Analyst
Unibank
- Built complex SQL queries and stored procedures for data extraction and transformation
- Developed Python automation scripts for data processing and ETL workflows
- Engineered interactive dashboards using BI tools for real-time metrics tracking
- Implemented data validation pipelines for loan performance analysis
- Built automated reporting systems that reduced manual effort by 60%
Credit Analyst
Unibank
- Developed risk assessment models for consumer loan evaluation
- Built SQL-based credit scoring queries and automated decision workflows
- Implemented pattern recognition logic for fraud detection in loan applications
- Collaborated with engineering teams on credit decision automation systems
- Designed data validation rules for application verification processes
Education & Certifications
Formal Education
Azerbaijan State University of Economics
Master of Business Administration (MBA) • Artificial Intelligence
2024 – 2026 • Baku, Azerbaijan
Advanced studies in AI applications for business, machine learning systems design, and enterprise AI strategy.
Mingachevir State University
Bachelor • Management of Industry
2012 - 2016 • Mingachevir, Azerbaijan
Foundation in business management with focus on process optimization and analytical thinking.
Professional Certifications
Oracle Database SQL Certified Associate
Oracle
ID: 290631207OCASQL12C
Issued: May 2022
Advanced SQL optimization and database design for analytics and data management.
Additional Certifications
73 certificates across 7 platforms
Let's Work Together
Looking for a Data Analytics Professional?
I'm passionate about delivering insights through data analytics, machine learning, and business intelligence. Whether you're looking to build predictive models, optimize business metrics, or create data-driven strategies, I'd love to discuss how I can help.
What I Can Help With:
- Business intelligence and dashboard development
- Machine learning and predictive analytics
- SQL optimization and database analytics
- KPI monitoring and strategic analysis
- Data visualization with Tableau and Power BI
- Statistical analysis and market research