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both crazy and energetic
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both crazy and energetic
29 followers · 29 following

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Achievement: Pull Shark

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Achievement: Pull Shark

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deliprofesor/README.md

Hi there, I'm İlknur Yılmaz

Data Analyst | Data Scientist | AI Enthusiast

Aspiring Data Analyst & Data Scientist with a strong foundation in Python, R, SQL, and core data science libraries (TensorFlow, PyTorch, Scikit-Learn). Focused on transforming complex datasets into actionable business insights and developing AI-driven solutions. Experienced in data preprocessing, statistical analysis, and integrating advanced AI techniques like Vector Databases and RAG (Retrieval-Augmented Generation).

Connect with Me

         

Technical Skills

Programming & Data Science Tools

Python R SQL Julia C#
TensorFlow Keras Scikit-Learn PyTorch OpenCV
Pandas NumPy Excel Minitab SPSS
Power BI Tableau Matplotlib Plotly
RAG Vector Databases Model Fine-tuning

Education & Certifications

  • B.Sc. Electronics and Communication Engineering — Karadeniz Technical University (Graduated as of July 2025)
  • Data Analytics Specialist Program — İzmir Kâtip Çelebi University (560+ hours, EU-funded)
  • Data Science Fellowship — Artificial Intelligence and Technology Academy (Graduated as for August 2025)

Why Work with Me?

I combine a strong engineering background with specialized data science training. I deliver robust, AI-powered solutions—from data cleaning and statistical analysis to implementing complex RAG systems and model fine-tuning. I am committed to turning your data challenges into clear, data-driven decisions.

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  1. LSTM_Pollution_Forecasting LSTM_Pollution_Forecasting Public

    This project uses Long Short-Term Memory (LSTM) networks to forecast PM2.5 pollution levels based on environmental factors like temperature, humidity, pressure, wind speed, snow, and rain. It emplo…

    Python 2

  2. Ridge-Regression-for-Sales-Prediction-Model-Evaluation-and-Hyperparameter-Tuning Ridge-Regression-for-Sales-Prediction-Model-Evaluation-and-Hyperparameter-Tuning Public

    This project builds and optimizes a model on a dataset using Ridge regression and polynomial features. Model accuracy is enhanced through regularization and polynomial transformations. Grid search …

    Python 1

  3. K-Means-Clustering-for-Retail-Data-Analysis K-Means-Clustering-for-Retail-Data-Analysis Public

    This project uses K-Means clustering to segment wholesale customers based on their spending habits. The data is preprocessed, scaled, and clustered into four groups. The Elbow and Silhouette metho…

    R

  4. Multivariate-Analysis-of-Heart-Disease-Data-using-MANOVA Multivariate-Analysis-of-Heart-Disease-Data-using-MANOVA Public

    This project applies MANOVA to heart disease data, examining the impact of chest pain type (cp), cholesterol (chol), and heart rate (thalach). It includes normality tests, outlier detection, post-…

    R

  5. Final_2_Sutas_Kiz_Basina Final_2_Sutas_Kiz_Basina Public

    Bu proje, Sütaş markasının satış ve müşteri verileri üzerinde kapsamlı bir analiz gerçekleştirmek amacıyla hazırlanmış Power BI raporudur. Veri modelleme, gelişmiş DAX hesaplamaları ve interaktif g…

  6. Header-Pin-Connectors-for-PCB Header-Pin-Connectors-for-PCB Public

    This project provides a comprehensive library of 1, 2, and 3-row header components for Altium Designer. Each header type comes with schematic symbols, PCB footprints, and 3D models. Ideal for ensur…

    1