Profile

Ismat Samadov

AI & Full-Stack Engineer

Currently Data Analyst at Bank of Baku

Engineer building production AI and full-stack systems end-to-end — hybrid-search retrieval-augmented generation over real-estate listings, multilingual document AI built for a hackathon, a public-transit routing engine across 3,400+ stops, an autonomous AI video pipeline orchestrating script, voice, and video models, and ML-based fraud detection deployed in production banking. Founder of birjob.com (Azerbaijan job aggregator with a public developer API). Writes about applied AI and engineering on Medium. MBA in Artificial Intelligence.

AI / Machine Learning

  • scikit-learn
  • TensorFlow
  • Deep Learning
  • Neural Networks
  • Feature Engineering
  • Anomaly Detection
  • Computer Vision
  • Time Series
  • Reinforcement Learning
  • Generative AI
  • Prompt Engineering

Languages

  • Python
  • SQL
  • PL/SQL
  • TypeScript
  • Java
  • R

Data Engineering

  • ETL Pipelines
  • pandas
  • NumPy
  • Stored Procedures
  • Query Optimization
  • PostgreSQL
  • Power BI
  • Dashboards

Backend & Cloud

  • Async Python
  • REST APIs
  • MongoDB
  • Redis
  • Docker
  • Google Cloud
  • Microservices
  • GitLab CI/CD

Experience

5 roles
  1. Bank of Baku logo

    Data Analyst

    8 mos

    Bank of Baku · Full Time · Onsite

    Baku, Azerbaijan

    • 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
    • Python
    • SQL
    • ETL
    • Predictive Modeling
    • Data Pipelines
  2. Codeavors LTD logo

    Backend Developer

    2 mos

    Codeavors LTD · Part Time · Remote

    Remote

    • Developed backend services using async Python in a cloud-based, containerized architecture
    • Designed and implemented RESTful API endpoints for platform features and data interactions
    • Integrated backend services with MongoDB and Redis for efficient data storage and caching
    • Built modular and reusable service components aligned with microservice-oriented design principles
    • Participated in CI/CD workflows using GitLab for version control, testing, and deployment
    • Collaborated in an agile, task-based development environment with rapid iteration cycles
    • Worked with Google Cloud infrastructure to support scalable backend operations
    • Python
    • AsyncIO
    • REST APIs
    • MongoDB
    • Redis
    • Docker
    • GCP
    • GitLab CI/CD
  3. Kapital Bank logo

    Fraud Analyst

    2 yrs 8 mos

    Kapital Bank · Full Time · Onsite

    Baku, Azerbaijan

    • 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
    • Python
    • scikit-learn
    • TensorFlow
    • SQL
    • Anomaly Detection
    • Feature Engineering
    • ML Ops
  4. Unibank logo

    Business Analyst

    1 yr 3 mos

    Unibank · Full Time · Onsite

    Baku, Azerbaijan

    • 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%
    • SQL
    • Stored Procedures
    • Python
    • ETL
    • BI Dashboards
  5. Unibank logo

    Credit Analyst

    2 yrs 4 mos

    Unibank · Full Time · Onsite

    Baku, Azerbaijan

    • 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
    • SQL
    • Risk Modeling
    • Credit Scoring
    • Pattern Recognition

Projects

5 featured

Engineering work across applied machine learning, retrieval systems, data pipelines, and full-stack web — from production RAG over Azerbaijani real-estate listings to autonomous content automation.

Browse all projects

Education

Certifications

74 earned
Oracle logo

Oracle Database SQL Certified Associate

Oracle · May 2022

ID: 290631207OCASQL12C

View certificate

Coursework & micro-credentials

  • Udemy23
  • DataCamp17
  • Kaggle15
  • Coursera9
  • Data So Cool4
  • HackerRank3
  • Other2
  • Oracle1
Browse all 74 certificates

Side Projects

All side projects

Other Tools

Small standalone sites I run alongside the main projects above.

Profiles