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yagizterzi/README.md

# 🌟 Hi there! I'm Yağız Terzi 👋

AI Engineer | Data Scientist | Data Analyst

📬 Contact

🧑‍🎓 Education

  • B.Sc. in Mathematics
    Yıldız Technical University (2021-2026)
  • Fahrettin Kerim Gökay High School (2017-2021)

🛠️ Technical Skills

  • Programming: Python, R , SQL

  • Machine Learning: Supervised Learning (Linear/Logistic Regression, Random Forest, XGBoost), Unsupervised Learning (K-means, PCA), Deep Learning (TensorFlow, PyTorch), Time Series Forecasting (ARIMA, Prophet)

  • AI & NLP: AI Agents , SpaCy, NLTK, Transformers (Hugging Face), BERT, GPT ,Fine-tuning, Prompt Engineering,NLU Data Visualization: Power BI, Tableau, Matplotlib, Seaborn, Plotly

  • Cloud & Deployment: Google Colab

  • Tools: Jupyter Notebook, Git, Pandas, NumPy, Scikit-learn , Excel

📜 Certifications

  • Intermediate Python – DataCamp
  • Introduction to PowerBI - Datacamp
  • Data Manipulation with pandas- Datacamp
  • Developing AI Systems with the OpenAI API - Datacamp
  • SQL(Intermediate) - HackerRank
  • REST APIs(Intermediate) - HackerRank
  • Problem Solving (Intermediate)-HackerRank
  • Data Analysis with Python-Freecodecamp

💼 Professional Experience

Freelance AI Engineer

YGEIAN | June 2024 – January 2025

  • Developed AI chatbots to enhance customer interactions and automate responses.
  • Applied natural language processing (NLP) techniques to improve chatbot accuracy and user experience.
  • Collaborated with stakeholders to align chatbot functionalities with business objectives.
  • Conducted testing and fine-tuning to ensure optimal performance and reliability.

🌱 Interests

  • Data Science
  • Natural Language Processing (NLP)
  • Artificial Intelligence Applications
  • Mathematical Modeling

📊 GitHub Stats

GitHub Stats
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  1. Yge-an-ai Yge-an-ai Public

    Web app for gene cancer descriptions

    Python

  2. SleepEDF SleepEDF Public

    EEG & Hypnogram Sleep Quality Scoring with CNN + LSTM

    Python

  3. ChurnAnalysisWithXGBoost ChurnAnalysisWithXGBoost Public

    Analyzing https://www.kaggle.com/datasets/adammaus/predicting-churn-for-bank-customers dataset and using XGBoost for predicting user churn rate

    Jupyter Notebook

  4. HeartDiseaseRiskPrediction HeartDiseaseRiskPrediction Public

    A prediction model using various machine learning algorithms to predict the risk of heart disease based

    Python

  5. HitSongRandomForest HitSongRandomForest Public

    A random forest model for classification of songs based on their popularity https://www.kaggle.com/datasets/priyamchoksi/spotify-dataset-114k-songs/data using this dataset

    Jupyter Notebook

  6. NeuralNetworkWithJustNumpy NeuralNetworkWithJustNumpy Public

    A NN Built by just using numpy and trained on MNSIT dataset

    Jupyter Notebook