About Me

Junior Data Analyst/Data Scientist

Hello! I'm Igor Konovalov, a passionate data professional with expertise in machine learning and data analysis.

I specialize in transforming complex data into actionable insights and building intelligent systems.

My journey in data science has equipped me with strong skills in Python, ML frameworks, and data visualization.

I'm always eager to learn new technologies and tackle challenging problems in the data domain.

Experience

Data Analyst at Phystech.Pro

2022 - Present

Working on data analysis projects, building ML models, and creating data-driven solutions for clients.

Python ML DL

Previous Position

2020 - 2022

Gained valuable experience in software development and business analysis.

1C Python git

Software Developer

2018 - 2020

Developed and maintained software solutions for enterprise clients.

CV NLP Research

Game Developer Intern

2017 - 2018

Created interactive games and simulations using Python and game development frameworks.

Python PyArcade pymunk

Testimonial

Technical Skills

Programming and Markup Languages

Python JavaScript SQL HTML/CSS Shell 1C Node.js

Academic Interests

Data Visualization Computer Vision Recommendation Systems NLP

Data Visualization

matplotlib seaborn Plotly Dash

Data Analysis Libraries

pandas numpy scipy selenium requests

Machine Learning Frameworks

XGBoost CatBoost Scikit-Learn TensorFlow Keras PyTorch YOLO

Database Systems

MySQL PostgreSQL SQLite MongoDB

Natural Language Processing

NLTK Word2Vec TF-IDF

Version Control and CI/CD

Git Docker GitLab CI

Web Development

Flask Django FastAPI Streamlit

Bot Creation

telebot discord.py Telegram API

Projects

Flight Simulation Analysis

Developed a comprehensive flight data analysis system using Python and machine learning algorithms to predict maintenance needs and optimize flight operations.

Physics Simulation Platform

Created an interactive physics simulation platform for educational purposes, featuring real-time visualization and experiment tracking.

Energy Consumption Predictor

Built a machine learning model to predict electricity consumption patterns and optimize energy distribution in smart grids.

Oil Industry Analytics

Developed data analytics solutions for the oil and gas industry, focusing on predictive maintenance and operational efficiency.

Critical Infrastructure Monitoring

Created a monitoring system for critical infrastructure using computer vision and anomaly detection algorithms.

Hotel Booking Optimization

Developed a recommendation system for hotel bookings using collaborative filtering and user behavior analysis.

Team Performance Analytics

Built a comprehensive analytics dashboard to track and optimize team performance metrics across multiple departments.

Resume/CV

Download CV