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Amin
Alipour

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Reputation
16
Finished gigs
0
Finished jobs
0
Website
github.com
Country
Not specified
Skills
Web, Mobile & Software Dev
Engineering & Architecture
HTML
Javascript
CSS
MySQL
Blockchain & Crypto
Python
SQL
Trading bot
Databases
Data Science & Analytics
Chatbots
Data Structures and Algorithms
Data Mining
VBA
Linux
Windows
Excel
SQLite
Data Scraping
Data Processing
Data Analysis
R
Devops
Docker
Automation
Statistics
DeFi
Big Data Engineering
Specialization
Hourly rate
Not specified
About me
I'm a highly analytical and dedicated Data Scientist with a solid background in credit risk modeling, data engineering, and system optimization. With a Master's degree in Industrial Engineering and years of hands-on experience in national-scale credit scoring projects under regulatory supervision (Central Bank of Iran, Ministry of Economic Affairs), I specialize in applying advanced data science methods to financial and credit data. My strengths include Python programming, big data processing (PySpark, Polars), credit modeling, statistical analysis, and building end-to-end data-driven solutions. I'm passionate about combining technical depth with domain knowledge to solve real-world financial problems, especially in the fields of credit risk scoring and behavioral analytics.
https://www.linkedin.com/in/amin-alipour-35079b158/

Work experience

Iran Credit Scoring
June 2024 – Current time
Job title
Lead Data Scientist
Work experience & achievements
- Led the end-to-end development of the National Credit Scoring Model for Companies, coordinating with stakeholders and cross-functional teams. - Conducted advanced data analysis and feature engineering on Iran’s national credit database. - Built and deployed scoring models using Python, leveraging libraries such as PyTorch, TensorFlow, PySpark, Dask, Polars, and Cudf. - Delivered explainable models and scorecards with reason codes, aligned with regulatory requirements. - Developed and maintained production-ready services using FastAPI, Flask, and Docker in a Linux environment. - Collaborated in MLOps infrastructure using Airflow, GitLab, and VMware. - Supervised data scientists and coordinated multi-team model deployment efforts.
Iran Credit Scoring
March 2021 – June 2024
Job title
Data Scientist
Work experience & achievements
- Contributed to the development of Iran’s National Credit Scoring Model for Individuals and Performed EDA, feature extraction, target definition, feature selection, model building, and partial evaluation. - Conducted reverse-engineering of external models (e.g. Creditinfo) for internal benchmark modeling. - Created managerial dashboards using Python, Excel, and VBA. - Integrated model pipelines with production environments using FastAPI and Docker. - Studied advanced statistical methods and machine learning models applied to credit data.
Iran Credit Scoring
May 2020 – March 2021
Job title
Research And Development Specialist
Work experience & achievements
- Studied credit reporting and scoring methodologies from World Bank and other international bodies. - Authored technical reports and professional presentations using MS Word and PowerPoint. - Participated in project management and model feasibility assessments. - Built early-stage credit risk dashboards using Excel and VBA.
Namira Industrial Group
July 2019 – November 2019
Job title
Industrial Expert
Work experience & achievements
- Performed process optimization and data-driven decision analysis within manufacturing units. - Conducted time studies and helped design operational dashboards.
Nazari Industrial Group
April 2018 – August 2019
Job title
Work Study Expert
Work experience & achievements
- Carried out time-motion studies and industrial engineering projects. - Built management dashboards to support production planning and reporting.
University of Tehran
September 2017 – December 2017
Job title
Computer Laboratory Technician
Work experience & achievements
- Provided technical support in university computer labs. - Assisted students with software tools and basic IT issues.

Education

Iran University of Science and Technology
Graduation year: 2022
Level of study
PGCE
Major / Field of study
Systems Optimization
University of Tehran
Graduation year: 2019
Level of study
Bachelor
Major / Field of study
Industrial Engineering
Mandegar Alborz High School
Graduation year: 2005
Level of study
HND
Major / Field of study
Mathematics & Physics
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