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orxannuriyev/README.md

Hi πŸ‘‹, I'm Orkhan Nuriyev

Data Scientist | Machine Learning & Data Systems


πŸš€ About Me

  • 🎯 Data Scientist focused on machine learning systems & data pipelines
  • 🧠 Strong foundation in statistics, probability, and analytical modeling
  • βš™οΈ Build end-to-end ML pipelines (data β†’ modeling β†’ deployment)
  • πŸ“Š Interested in time-series forecasting & decision systems

πŸ’‘ What I Do

I build machine learning systems and analytical pipelines using Python, SQL, and statistical modeling to solve real-world optimization problems.


🧠 Featured Project

🌍 QuadroSense β€” Soil Moisture Prediction System

πŸ”— https://www.quadrosense.online/

  • πŸ“ˆ Predicts 14-day soil moisture levels using weather data
  • πŸ€– Model: XGBoost-based time-series forecasting
  • πŸ—οΈ Pipeline: ingestion β†’ cleaning β†’ feature engineering β†’ modeling
  • πŸ—„οΈ Database: DuckDB (Medallion Architecture)
  • 🌐 Includes web dashboard + irrigation advisory system

⚑ Impact

  • Supports multi-climate agricultural decision-making
  • Enables data-driven irrigation optimization

πŸ› οΈ Tech Stack

πŸ‘¨β€πŸ’» Languages

Python SQL

πŸ€– Machine Learning & Data Science

Pandas NumPy Scikit-learn SciPy
Feature Engineering Time-Series Forecasting Statistical Modeling

πŸ—„οΈ Data & Analytics

DuckDB MySQL Power BI Excel

βš™οΈ Tools & Platforms

GitHub Jupyter Notebook Google Colab Visual Studio Code


πŸŽ“ Education

BBA β€” Azerbaijan State University of Economics (UNEC)

  • Specialization: Business Analytics
  • Focus: Statistics, Probability, Mathematical Methods in Decision Making
  • Distinction: Top 15 GPA Scholarship

Data Science Program β€” IronHack / IDDA

  • Machine Learning, EDA, Feature Engineering
  • Model evaluation: RΒ², RMSE, F1, Cross-validation
  • Tools: Pandas, NumPy, Scikit-learn, DuckDB

AI Engineering β€” AI Academy

  • Linear Algebra, Calculus, Probability for AI systems

Data Science & Engineering β€” Sigma Software University

  • Practical training in data processing, analytics workflows, and software practices

πŸ† Certifications & Achievements

  • Oracle Certified Data Science Professional (OCI 2025)
  • Oracle AI Foundations Associate (OCI 2025)
  • Top 15 GPA β€” UNEC
  • Red Hearts Education Scholarship (Kapital Bank)
  • Gold Medal β€” National Geography Competition (Top 5 / 5000)
  • Silver Badge β€” Top 200 / 100,000 graduates

πŸ“Š GitHub Stats


πŸ“¬ Contact

Pinned Loading

  1. Soil_Moisture_Prediction Soil_Moisture_Prediction Public

    Jupyter Notebook 2

  2. m4-04-lab-ensemble-methods m4-04-lab-ensemble-methods Public

    Forked from Data-AI-IDDA/m4-04-lab-ensemble-methods

    Jupyter Notebook 1

  3. m4-02-lab-regression m4-02-lab-regression Public

    Forked from Data-AI-IDDA/m4-02-lab-regression

    Jupyter Notebook 1

  4. m4-03-lab-classification m4-03-lab-classification Public

    Forked from Data-AI-IDDA/m4-03-lab-classification

    Jupyter Notebook 1

  5. m2-04-lab-etl-workflows-dataflow m2-04-lab-etl-workflows-dataflow Public

    Forked from Data-AI-IDDA/m2-04-lab-etl-workflows-dataflow

    Jupyter Notebook 1

  6. m3-12-lab-metric-uncertainty-model-comparison m3-12-lab-metric-uncertainty-model-comparison Public

    Forked from Data-AI-IDDA/m3-12-lab-metric-uncertainty-model-comparison

    Jupyter Notebook 1