Yegor Kryukov

Washington, DC ยท y@mindthatdata.com

I help teams put data to use to make decisions and reorganize processes. I've used my data analytics, machine learning, and technical project management skills in a variety of international tech and e-commerce projects over the past 15 years. I like building rapport and being empathetic with my colleagues and clients, and understanding their needs.

I hold a Data Analytics Certification from George Washington University, an active public trust security clearance, and U.S. Citizenship.

I know how to optimize & utilize data to:
  • Stay focused and align priorities with organizational goals,
  • Decrease costs and increase revenues, and
  • Improve operations through quantification of business processes.

 

Articles

Projects

Natural Language Processing

Media bias analysis. Building the predictive model of mass media language using NLP (20 million articles).

Tech used: BeautifulSoup, MongoDB, Pymongo, Selenium, Pandas, Pickle, FastAI, Pytorch, Spacy, Scikit-learn.
Washington Metro Area Transportation Analysis Project Logo

Washington Metro Area Transportation Analysis

The Washington Metropolitan Transit Authority (WMATA) provides bus and rail transit to the Washington region. Transporting over 300,000,000 passengers a year WMATA is facing many challenges concerning safety, ridership, and funding. Why Metro ridership is declining? What factors impact Metro performance and does Metro impact other transportation resources? Various regression models comparison.

Tech used: Pandas, Numpy, Seaborn, Matplotlib, Requests

Earthquakes last week

The project retrieves the data from the United States Geological Survey API and visualizes the earthquakes around the world that happened in last 7 days.

Tech used: D3.js, Leaflet.js, Heroku

Universal Service Administrative Company (USAC) E-rate Program Analysis

Universal Service Administrative Company (USAC) E-rate Program Analysis.

Tech used: Sodapy, Socrata, Pandas, Numpy, Matplotlib, Seaborn, Plotly Dash.

Skills

Programming Languages & Tools
Leadership
  • Project Management
  • Operations Management
Machine Learning
  • Natural Language Processing
  • Scikit-learn
  • PyTorch
  • Keras
  • TensorFlow
Big Data Analytics
  • Hadoop
  • Spark
  • AWS
  • Google Cloud
Statistics
  • Modeling
  • Forecasting
Python Programming
  • Python
  • Pandas
  • NumPy
  • Matplotlib
  • Seaborn
  • Flask
  • API Interactions
  • Social Media Mining
Databases
  • MySQL
  • MongoDB
  • ETL
  • SQL
Front-End Web Visualization
  • HTML
  • CSS
  • Bootstrap
  • Dashboarding
  • JavaScript Charting
  • D3.js
  • Plotly
  • Geomapping with Leaflet.js
Business Intelligence Software
  • Tableau
  • Dashboard Creation & Geo Mapping

Education

George Washington University

Data Analytics Certification
2018

University of San Diego

Big Data Analytics Certification
2015

Tashkent University of Information Technologies

Bachelor of Science

Computer Science & Information Technology

1999-2003

Interests

Apart from analyzing data I enjoy playing soccer, taking photos and cooking. And skiing, I'm a certified ski instructor

More

  • Skyes