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zeynnep/README.md

Zeynep Atik

Data Science • Machine Learning • NLP • Data Engineering

I am someone who improves myself in the fields of data science, machine learning, NLP and data engineering. My work focuses on:

  • Data analysis and preprocessing
  • Machine learning model development
  • ETL processes and database design
  • NLP and LLM-powered applications
  • Data visualization and reporting

I have hands-on experience in Python, SQL, and KNIME, and I follow industry-standard methodologies such as CRISP-DM in my end-to-end project workflows.

🔹 Technical Skills

Programming

  • Python (Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn)
  • R (basic)
  • Bash & Git

Machine Learning

  • Classification, Regression, Clustering, Anomaly Detection
  • Feature engineering, hyperparameter tuning
  • Model validation & performance metrics

Database & ETL

  • SQLite, PostgreSQL
  • ETL workflows with Python
  • Data extraction, cleaning, transformation

NLP & LLMs

  • RAG architectures
  • ChromaDB
  • Prompt engineering
  • Turkish text processing

Visualization & Reporting

  • Power BI
  • KNIME Analytics
  • Streamlit
  • Matplotlib & Seaborn

🔹 Contact & Profiles

📧 Email: zeynnepatikk@gmail.com
🔗 LinkedIn: https://www.linkedin.com/in/zeynep-atik-
📰 Medium: https://medium.com/@zeynnep

Thank you for visiting my profile.

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