Ismat Samadov

Analyst & Engineer

Specialized in machine learning, predictive modeling, and full-stack development. Creating practical AI solutions that drive business value, particularly in banking, healthcare, and finance sectors.

Professional Experience

Feb 2023 - Present

Fraud Analyst

Kapital Bank

  • Developing machine learning models for real-time fraud detection
  • Creating predictive systems to identify suspicious transaction patterns
  • Building end-to-end ML solutions from data processing to API deployment
  • Collaborating with cross-functional teams on AI-driven security measures
  • Implementing practical AI solutions to mitigate financial risks
Dec 2021 - Feb 2023

Business Analyst

Unibank

  • Designed and implemented predictive models for customer behavior analysis
  • Developed time-series forecasting solutions for business metrics
  • Created CLV prediction systems and customer segmentation models
  • Automated analytical processes with machine learning algorithms
  • Built data visualization solutions for actionable business insights
Sep 2019 - Dec 2021

Loan Underwriter

Unibank

  • Developed ML models for automated loan eligibility assessment
  • Created risk prediction algorithms for loan applications
  • Built analytical frameworks for credit risk evaluation
  • Implemented data-driven decision systems for loan approvals
  • Designed predictive models for default risk calculation

Education & Certifications

Education

Azerbaijan State University of Economics

MasterArtificial Intelligence

Current

Mingachevir State University

BachelorManagement of Industry

2012 - 2016

Certifications

Oracle Database SQL Certified Associate

Oracle

ID: 290631207OCASQL12C

Issued: May 2022

Professional Skills

Data Science

Machine LearningPredictive ModelingTime Series AnalysisNLPDeep Learning

Technical Skills

PythonSQLFastAPIFull-Stack DevelopmentDevOps

Analytics

Customer AnalyticsFinancial ModelingCLV PredictionRisk AssessmentFraud Detection

Project Areas

Real-time ML SystemsEnd-to-end AI SolutionsAPI DevelopmentBudget ForecastingNLP Applications

Portfolio Projects

iHealth

A Next.js-based healthcare assistant application that provides health information and guidance to users. This AI-powered assistant can answer questions about common health issues, provide general medical information, and guide users toward appropriate healthcare resources.

AI AssistantHealthcareNext.js

Trackio

A modern, full-stack habit tracking application built with Next.js 14, featuring a calendar-style interface for tracking daily habits with real-time updates and user authentication.

Habit TrackingNext.js 14User Authentication

Jobry

A modern, high-performance job board that aggregates positions from over 50 different sources, making job hunting simpler and more efficient. Built with Next.js and powered by real-time data scraping, it brings you the latest opportunities in one sleek interface.

Job BoardData AggregationNext.js

MyFrog

A modern task and project management system built with Next.js 14, featuring real-time updates, project organization, and comprehensive task tracking. The application provides an intuitive interface for managing projects and tasks efficiently.

Project ManagementTask TrackingNext.js 14

Get In Touch

Contact Information

Feel free to reach out if you're looking for a professional with expertise in machine learning, predictive modeling, and AI solutions. I'm open to new opportunities and collaborations.

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