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merttdmrr/README.md

Hey, I'm Mert Can Demir 👋

Data Scientist · ML Engineer · LLM Integration Specialist

Portfolio LinkedIn Email

🟢 Available for freelance projects


🧠 About Me

I'm a 4th-year Industrial Engineering student at Istanbul Technical University, with a completed B.Sc. in Shipbuilding & Ocean Engineering. I build end-to-end ML systems — from raw data to deployed products.

My edge is combining domain expertise in shipping, finance & aviation with hands-on ML engineering. I don't just build models — I deploy them, visualize them, and make them useful for real decisions.

  • 🚢 Interned at MSC Mediterranean Shipping Company as Data & Business Analyst
  • 🏦 Interned at QNB Türkiye in Banking
  • ✈️ Completed British Airways Data Science Simulation
  • 🤖 Trained at Samsung Innovation Campus AI Program

🚀 Featured Projects

Project Stack Highlights
🤖 LLM Data Analysis Assistant Python · OpenAI GPT-4.1 · Streamlit Multi-turn chat, sandboxed code execution, auto-viz
✈️ Flight Booking Prediction App FastAPI · Scikit-learn · Chart.js AUC-ROC: 0.794 · Deployed on Render 🚀
🫁 Pneumonia Detection CNN TensorFlow · CNN · OpenCV 90.54% Accuracy · 90.17% Recall
🛍️ RFM Customer Segmentation Python · Pandas FLO e-commerce · 2 scenario analysis
📈 Tesla Stock Forecasting Prophet · Time Series 365-day forecast · MA10/MA50

🛠️ Tech Stack

Languages

Python SQL

ML & Data Science

Scikit-learn TensorFlow Pandas NumPy

Deployment & Visualization

FastAPI Streamlit Tableau

Tools

Git VS Code Jupyter


📊 GitHub Stats

Mert's GitHub Stats

Top Languages


💼 Open to freelance data science projects 📍 Istanbul, Turkey

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  1. BritishAirwaysBookingModel BritishAirwaysBookingModel Public

    British Airways Booking Complete Prediction Model with RandomForestClassifier

    HTML

  2. LLM-Data-Analysis-App LLM-Data-Analysis-App Public

    LLM Powered Data Analysis Assistant

    Python

  3. pneumonia-detection-custom-cnn pneumonia-detection-custom-cnn Public

    Samsung Innovation Campus AI Program Capstone Project

    Jupyter Notebook

  4. Tesla-Stock-Forecasting-Prophet Tesla-Stock-Forecasting-Prophet Public

    Tesla Stock Market Forecasting with Prophet

    Jupyter Notebook

  5. FLO-RFM-Customer-Segmentation FLO-RFM-Customer-Segmentation Public

    Customer Segmentation RFM

    Jupyter Notebook