Артём

Yehorov Artem
Junior Python / ML / Unity Developer
📍
🔗 Budapest, Hungary | 📞 [open contact info](look above in the "contact info" section) | 📧 [open contact info](look above in the "contact info" section)

🔗 LinkedIn: [open contact info](look above in the "contact info" section)
GitHub: github.com/ArtemYehorov

Summary
Junior developer with practical experience in Python, machine learning, and
Unity/C#. Skilled in creating game mechanics, training ML models, and
building backend logic for bots. Passionate about problem-solving,
automation, and working with data. Strong communication and teamwork
abilities gained through industry and project experience. Currently seeking a
junior-level role in software or ML development.

Key Skills
Languages: Python (Intermediate), C# (Intermediate), C++ (Basic),
JavaScript/HTML/CSS (Basic)
Frameworks & Libraries: scikit-learn, pandas, PyTorch, TensorFlow, .NET, Unity
Tools: Git, GitHub, Jupyter, Google Colab, PIL, Figma (basic)
Data & ML: Data cleaning, feature engineering, regression, classification,
neural networks
Databases: MySQL
Development Practices: SOLID principles, programming patterns
Soft Skills: Team collaboration, self-organization, process improvement
Languages: English – Intermediate (B1), improving

Work Experience
Samsung SDI – Budapest​
Junior Specialist – Staff Training and Workflow Organization​
July 2023 – Present

●​ Conducted staff onboarding and training processes.
●​ Helped organize and improve workflow procedures.
●​ Gained cross-functional communication and coordination experience.
Education
Machine Learning – Hillel Computer School — Certificate with Excellence
Python Basics – Hillel Computer School — Certificate with Excellence

Projects
🎧 Telegram Music Downloader Bot​
Python, yt_dlp, spotdl, PIL, telegram.ext

●​ Developed a local Telegram bot prototype for downloading music from
YouTube and Spotify via user links.
●​ Implemented link parsing, audio extraction, and metadata processing
using yt_dlp and PIL.
●​ Used telegram.ext for bot interactions and local file management.
●​ Status: Local prototype, ready for deployment to a server.

🎮 Mobile RPG Game on Unity​
C#, Unity | Team of 3 | Duration: 3 months

●​ Created animation and combat mechanics (damage, movement,
weapon switching).
●​ Integrated UI and basic menu logic.
●​ Worked collaboratively with other developers and designers.

📊 House Pricing Prediction​
Python, pandas, scikit-learn

●​ Built regression model for predicting real estate prices.
●​ Applied preprocessing, feature engineering, and model evaluation
using RMSE.

🔢 MNIST Digit Classifier​
Python, PyTorch

●​ Trained a neural network for handwritten digit recognition.
●​ Achieved ~98% accuracy using dropout and normalization techniques.

📈 Data Analysis Projects (coursework)​
Python, pandas

●​ Performed EDA, visualization, and data cleaning with real-world
datasets.