Welcome to Elshain

Professional services and innovative solutions for your business needs

Your Image Here

About Us

Elshain is dedicated to providing exceptional professional services tailored to meet your specific needs. With years of experience and a commitment to excellence, we help businesses and individuals achieve their goals.

Our team combines expertise with innovation to deliver solutions that make a difference. We believe in building lasting relationships with our clients through trust, transparency, and outstanding results.

5+

Years Experience

100+

Projects Completed

50+

Happy Clients

Resume

Professional Experience

I'm a passionate Data Scientist with expertise in credit risk modeling and demand forecasting. My experience spans across financial analytics, machine learning, and predictive modeling to drive data-driven business decisions.

Programming Languages

Python SQL

Tools & Platforms

DataIku MLflow Docker Git/Github

Data Manipulation

Numpy Pandas Polars PySpark

Web Scraping

Requests BS4 Selenium Apify

Data Visualization

Tableau Matplotlib Seaborn Plotly

Predictive Modeling

Scikit-learn CatBoost LightGBM Regression Classification Clustering

Time Series Forecasting

Statsmodels Darts Nixtla PyTorch-Forecasting Global Forecasting Models TFT N-HiTS Demand Forecasting

Projects

Credit Risk Modeling

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Python XGBoost Scikit-learn

Demand Forecasting System

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Python TensorFlow Prophet

Customer Segmentation Analysis

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Python Scikit-learn Pandas

Blog

Advanced Credit Risk Modeling Techniques

January 15, 2024 • 8 min read

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Read More →

Time Series Forecasting for Demand Prediction

January 10, 2024 • 10 min read

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Read More →

Machine Learning Model Interpretability

January 5, 2024 • 7 min read

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Read More →

Resume

Elshan Kazimov

Data Scientist

Email: elsnkazm@gmail.com

Phone: +994708840388

GitHub: github.com/elsnkazm

LinkedIn: bit.ly/elsnkazm

Professional Summary

Results-driven Data Scientist specializing in predictive modeling and advanced time series forecasting. Skilled in building and deploying Global Forecasting Models. Proven ability to transform business challenges to AI solutions, driving growth and profitability.

Core Competencies

Programming Languages

  • Python, SQL

Tools & Platforms

  • DataIku, MLflow, Docker, Git/Github

Data Manipulation

  • Numpy, Pandas, Polars, PySpark

Web Scraping

  • Requests, BS4, Selenium, Apify

Data Visualization

  • Tableau, Matplotlib, Seaborn, Plotly

Predictive Modeling

  • Regression, Classification, Clustering, Scikit-learn, CatBoost, LightGBM

Time Series Forecasting

  • Statsmodels, Darts, Nixtla, PyTorch-Forecasting, Global Forecasting Models, TFT, N-HiTS, Demand Forecasting

Business & Interpersonal

  • Understanding Business, Being able to explain in non-technical language, Stakeholder management, Team player

Professional Experience

Data Scientist, Freelance

Apr 2023 - Jul 2023

Propoganda Solutions (Germany)

  • Built analytic targeting dashboard for Disney's Germany campaigns using Streamlit

Senior Data Scientist

Aug 2022 - Present

PASHA Bank OJSC

  • Leading Digital Lending DS use cases and supervising Junior Data Scientists at Azerbaijan's largest corporate bank
  • Utilized Time Series models to forecast SME clients' income, improving payment capacity and risk evaluations
  • Identified lending gaps and initiated a new digital lending product (Tranche), increasing the loan portfolio by 13%
  • Transformed rule-based Limit Assignment into ML based optimal loan prediction models increasing portfolio and decreasing Non-Performing Loan rate
  • Developed end-to-end Scoring, Pricing and Credit Line Utilization Use Cases driving NPL rates below 4%—the lowest in the region for SME lending

Data Scientist

May 2021 - Aug 2022

Simple Co.

  • IFRS9 modelling to calculate ECL (including PD, LGD, EAD) for banks using Python and SQL
  • Auditing ECL calculations of other banks
  • Utilized Monte Carlo simulations and Time Series models to stress-test banks
  • Acute Pancreatitis Medical Scoring Project

Data Science Intern

Mar 2021 - May 2021

State Agency for Public Service and Social Innovations

  • Forecasting waiting time for each public service
  • Creating dashboards via Tableau to communicate results

Intern & Python Mentor

May 2020 - Jan 2021

QSS Analytics

  • Evaluate codes written by students
  • Supervise capstone projects of students

Education

Master of Science in Applied Statistics

Sep 2024 - Now

Azerbaijan State University of Economics

Relevant Courses: Probability, Statistics, Econometrics

ML x Finance & NLP

May 2023 - Jul 2023

Oxford Summer School

Relevant Courses: Optimization, Statistical/Probabilistic ML, Financial Time Series

Bachelor of Finance

Sep 2018 - Jul 2022

Azerbaijan State University of Economics

Entrance Score: 684/700 | GPA: 95.51

Relevant Courses: Probability, Statistics, Econometrics, Corporate Finance, Banking

Training / Courses

  • Data Science Professional Certificate - IBM, Coursera
  • Databases and SQL for Data Science - IBM, Coursera
  • Python 3 Bootcamp - Udemy
  • Time Series Forecasting with Python - Udemy
  • Mathematics for Machine Learning - Imperial College London, Coursera
  • MIT 18.02 Multivariate Calculus - MIT OpenCourseWare
  • MIT 18.06 Linear Algebra - MIT OpenCourseWare
  • DataIku Machine Learning Practitioner - DataIku
  • DataIku Core Designer - DataIku

Languages

Languages

Azerbaijani - Native | English - Full Professional Proficiency

Volunteering

  • Volunteered as a Data Science and Statistics Instructor for Social Projects Sponsored by PASHA Bank and Simple Co.
  • Translated math lectures into Azerbaijani as a member of Khan Academy Azerbaijani and later coordinated Economics translation team, enhancing educational resources for high school students.

Our Services

Web Development

Custom websites and web applications built with modern technologies and best practices.

Digital Solutions

Comprehensive digital solutions to streamline your business operations and enhance productivity.

Consulting

Expert consulting services to help you make informed decisions and achieve your business objectives.

Get in Touch

Let's work together

Ready to start your next project? We'd love to hear from you. Get in touch with us to discuss how we can help bring your ideas to life.

contact@elshain.com
+1 (555) 123-4567