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deyme17/README.md

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🧠 About Me

My name is Dmytro, i'm a Data Scientist & ML Engineer focused on building intelligent systems, robust analytical pipelines, and production-ready machine learning solutions. I study Data Analytics & Artificial Intelligence and work at the intersection of statistics, algorithms, and software engineering.

My core strength is delivering ML workflows end-to-end β€” from data preprocessing and exploratory analysis to model development, evaluation, and deployment. I prioritize clean architecture, reproducibility, and efficient execution in every project. Outside of work and studies, I maintain an active lifestyle and enjoy sports, which helps me stay productive and keep a clear strategic mindset.

  • πŸŽ“ 3rd-year student in Data Analytics & Artificial Intelligence
  • πŸ”¬ Passionate about creating ML models and data-driven solutions
  • πŸš€ Love exploring neural networks, statistical analysis, and system optimization
  • πŸ’‘ Always seeking cleaner code, smarter architectures, and better results

πŸ› οΈ Tech Stack

Languages & Core

Python C C++

ML & Data Science

PyTorch Scikit-learn Pandas NumPy Matplotlib TensorFlow

Development & Tools

FastAPI Flask PostgreSQL Docker Git


πŸš€ Featured Projects

πŸ€– Aerial Image Classification

End-to-end ML pipeline with EfficientNetV2S
4000+ annotated images, 95%+ accuracy

Stack: TensorFlow Keras W&B Data Augmentation

View Project β†’

πŸ‘οΈ Diabetic-Retinopathy-CV

DL/CV project for Diabetic Retinopathy detection CNNs, Transfer Learning, Regularization, Autoencoders

Stack: PyTorch Torchvision Python Matplotlib Scikit-learn

View Project β†’

πŸ“Š MatStat-Analytics

Desktop statistical analysis tool
Hypothesis testing, preprocessing, visualization

Stack: PyQt6 Pandas NumPy SciPy Matplotlib

View Project β†’

🌌 Stellar Classification

ML classifier with Flask REST API
Gradient Boosting, Docker deployment

Stack: Scikit-learn Flask Docker

View Project β†’

πŸ’Έ ExpensesTracker

Mobile finance app with Monobank API
Real-time analytics, JWT auth, notifications

Stack: Kivy Flask PostgreSQL Docker Celery

View Project β†’

πŸ€– RivieraBot

Telegram work request manager
Role-based access, admin dashboard, CI/CD

Stack: Aiogram PostgreSQL GitHub Actions DigitalOcean

View Project β†’


πŸ† Achievements

  • πŸ₯ˆ 2nd Place – University Math Olympiad
  • πŸ₯ˆ 2nd Place – Kyiv Math Battle Tournament
  • πŸŽ“ Certified – DataRoot University (ML & Data Science)
  • πŸŽ“ Certified – Udemy Python for Data Science Bootcamp

πŸ“« Connect With Me


πŸ’­ "Data is the new oil, but models are the refineries"

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  1. Diabetic-Retinopathy-CV Diabetic-Retinopathy-CV Public

    Deep learning project for Diabetic Retinopathy detection using CNNs, Transfer Learning, and Autoencoders. Includes baseline modeling, data augmentation, anomaly detection, latent space analysis, an…

    Jupyter Notebook

  2. Stellar_Classification Stellar_Classification Public

    This ML project focuses on stellar classification.

    Jupyter Notebook

  3. ExpensesTracker ExpensesTracker Public

    This is an Android app that helps monitor expenses and income using the Monobank API and webHook. It provides real-time financial insights, budget tracking, and savings management.

    Python 1

  4. MatStat-Analytics MatStat-Analytics Public

    The statistics project that allows the user explore data.

    Python 1

  5. SQLite_Index_benchmarks SQLite_Index_benchmarks Public

    The impact of indexes on query performance. SQLite as a storage of spatial data.

    Jupyter Notebook

  6. MyKaggleCompetitions MyKaggleCompetitions Public

    Kaggle competition project with EDA, feature engineering, and ML models.

    Jupyter Notebook