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Mekhty111/README.md

Hi, I'm Mehdi 👋

Data Scientist & ML Engineer from Azerbaijan passionate about transforming data into actionable insights with advanced ML techniques.

🎓 B.Sc. Computer Science, Azerbaijan State Oil and Industrial University (2022–2026)
📚 Currently advancing through Skillfactory DS & ML Engineer program (2024–2026)

Core Competencies

  • Data preprocessing & feature engineering: missing data, encoding, scaling, feature generation, dimensionality reduction (PCA, t-SNE, UMAP)
  • Model building & tuning: regression, tree ensembles (XGBoost, LightGBM, CatBoost), SVMs, neural nets (Keras & PyTorch)
  • Unsupervised learning: clustering (K-means, DBSCAN), anomaly detection, topic modeling (LDA)
  • Pipeline design & hyperparameter optimization: custom transformers, GridSearchCV, RandomizedSearchCV, Optuna

🛠️ Tools & Technologies

Python
Python 		NumPy
NumPy 		Pandas
Pandas 		scikit-learn
scikit-learn 		Keras
Keras 		PyTorch
PyTorch 		PostgreSQL
PostgreSQL 		Matplotlib
Matplotlib 		Plotly
Plotly 		Docker
Docker		 Flask
Flask		 FastAPI
FastAPI

🔥 GitHub Stats

GitHub Streak

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  1. Home-Credit-Default-Risk Home-Credit-Default-Risk Public

    End-to-end credit scoring pipeline: EDA → WoE/IV feature selection → Logistic Regression scorecard + LightGBM → OOT validation · FastAPI + Jinja2 UI

    Jupyter Notebook

  2. hh-postgres-analyzer hh-postgres-analyzer Public

    SQL-powered analysis and normalization of job vacancies from HH.ru for deeper job market understanding

    Jupyter Notebook 2 1

  3. bank-customer-segmentation bank-customer-segmentation Public

    This project analyzes data from a bank’s marketing campaign that aimed to attract customers to open term deposits. Machine learning methods are applied to identify patterns and build a predictive m…

    Jupyter Notebook

  4. booking-fairscore booking-fairscore Public

    Predicting hotel ratings and flagging suspicious reviews for Booking.com using NLP and regression (SF-DST challenge).

    Jupyter Notebook

  5. Chronolog Chronolog Public

    Every millisecond tells a story. Turn your code into a live timeline—profile, log, and visualize execution with zero effort. The magic touch for performance-driven Python.

    Python

  6. BookPlace-Desktop BookPlace-Desktop Public

    This is a desktop application clone of the popular Aviasales flight booking website, developed using Python and Tkinter. It features a rich graphical user interface with custom icons and images, in…

    Python 1