Ismat Samadov
ML Engineer building production AI systems, from fraud detection models to full-stack web applications. Passionate about transforming complex problems into deployed solutions.
Building ML pipelines, developing REST APIs, and shipping end-to-end applications using Python, TensorFlow, FastAPI, and Next.js.
Technical Skills
Machine Learning
AI Applications
Full Stack Development
Databases & SQL
MLOps & DevOps
Data Engineering
Domain Expertise
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
Current • 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
Professional Development & Projects
Data Analytics & Business Intelligence
Professional Experience
Focus: Strategic Insights & KPI Monitoring
Key Achievements:
- •Delivered 50+ analytical reports for strategic decision making
- •Developed interactive dashboards using Tableau and Power BI
- •Optimized SQL queries improving analytical performance by 80%+
- •Implemented KPI monitoring systems for business metrics tracking
Machine Learning & AI
Professional Projects & Research
Focus: Predictive Analytics & Intelligent Systems
Key Achievements:
- •Developed and deployed 10+ ML models for production use
- •Built fraud detection systems using TensorFlow and PyTorch
- •Created time series forecasting models for business planning
- •Implemented NLP and computer vision solutions for data analysis
Core Analytics Competencies
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