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gerdemir/README.md

Hi, I’m Gamze 👋

I am a Data Science student with an engineering background in Industrial and Mechanical Engineering, focused on building data-driven solutions for real-world systems.

My work sits at the intersection of analytics, machine learning, and engineering, where I translate complex data into actionable insights for decision-making in manufacturing, energy, and operational environments.

I care deeply about interpretability, efficiency, and real-world impact, and I approach data science with an engineer’s mindset: understand the system first, then optimize it.

🧰 Tech Stack

Languages & Core Tools

📊 Visualization & Apps

🧠 Concepts & Focus Areas

🤖 Artificial Intelligence & Machine Learning
Supervised Learning · Classification · Regression · Model Evaluation

📊 Data Analytics & Data Science
Exploratory Data Analysis (EDA) · Feature Engineering · Data Preparation

🔍 Model Interpretability & Explainability
SHAP · Feature Importance · Trustworthy AI

⚙️ Optimization & Systems Thinking
Efficiency · Performance · Trade-offs · Engineering Decision-Making

📈 Data Storytelling & Visualization
Insight Communication · Dashboards · Decision Support

📫 Let’s Connect

Engineering explains how systems work. Data science shows how to improve them.

Popular repositories Loading

  1. AI-vs-Human-Text-Classifier AI-vs-Human-Text-Classifier Public

    This project explores a simple logistic regression model to classify whether a given text was written by a human or generated by artificial intelligence (AI).

    Jupyter Notebook

  2. Digit-Recognizer Digit-Recognizer Public

    # OCR with Support Vector Machine (SVM) This project performs Optical Character Recognition (OCR) using Support Vector Machines (SVM) with three different kernels: **linear**, **RBF**, and **polyno…

    Jupyter Notebook

  3. Heart-Disease-Prediction Heart-Disease-Prediction Public

    Heart Disease Prediction using Machine Learning

    Jupyter Notebook

  4. Diabetes-Prediction Diabetes-Prediction Public

    Diabetes Prediction by using Machine Learning

    Jupyter Notebook

  5. Parkinsons-Prediction Parkinsons-Prediction Public

    Parkinson's Disease Prediction using Machine Learning

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  6. gerdemir gerdemir Public