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datasciengine/README.md

Hi, I'm Murat ŞAHİN 👋

Data Sciengineer · Building & researching generative AI

  • 🏢 Co-Founder & CTO at Vinter — AI-driven recruitment (£1.2M raised)
  • 🎓 PhD Candidate in Computer Engineering @ Dokuz Eylül University — synthetic data & generative models
  • 🚀 2× startup founder (venture-backed)
  • 📄 Published in IEEE Access (2026) — Configuration Sensitivity of LLM Tabular Data Synthesizers
  • 🌏 Currently a digital nomad, living in Asia
  • 🎥 YouTube: @muratnomad
  • ✉️ hello@muratnomad.com
  • 🤝 Open to collaborating on interesting AI / data projects

Research Interests

Synthetic Data Generation · Generative AI · Large Language Models · Tabular Machine Learning · Data-Centric AI · LLM Evaluation

Publications

  1. Configuration Sensitivity of LLM Tabular Data Synthesizers: A Small-Model Memorization Effect and a Reporting Protocol. M. Şahin, Ö. Varlıklar, D. Kılınç. IEEE Access, 2026. DOI · Code
  2. Supervised Learning Approaches to Flight Delay Prediction. M. C. Atlıoğlu, M. Bolat, M. Şahin, V. Tunalı, D. Kılınç. Sakarya University Journal of Science, 24(6), 1223–1231, 2020.
  3. A Hybrid Stock Optimization Approach for Inventory Management. E. B. Çimen, İ. Kurban, Ö. Selmanoğlu, M. Şahin, D. Kılınç. 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2021.
  4. Regression-Based Risk Analysis in the Life Insurance Industry. F. Bozyiğit, M. Şahin, T. Gündüz, C. Işık, D. Kılınç. International Journal of Engineering and Innovative Research, 2(3), 178–184, 2020.
  5. DSD-R: Deep Learning Based Segmentation for the Detection of R Peaks in ECG Signals. E. Çelik, F. Eren, M. Şahin, D. Kılınç, F. Erdemir, R. den Engelsman, et al. Medical Technologies Congress (TIPTEKNO), 2022.
  6. Predictive Analytics of Math Anxiety in Students: A Machine Learning Study on PISA 2022 Turkey Data. B. Yağcı, M. Şahin, Z. Akbıyık, Y. Doğan. Journal of Innovations in Science, Mathematics and Computer Education, 1(1), 1–14, 2025.
  7. Perishable-Product Retail Campaigns: A Segmentation and Fuzzy-Logic-Based Decision-Support Approach. M. Şahin, M. Kısak, C. E. 17th International Congress on Engineering, Architecture and Design, 2026. (in Turkish)

📚 Full list on Google Scholar.

Find me

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  1. KufurNet KufurNet Public

    Küfür, hakaret, sövgü, saldırgan cümleleri tespit edebilmek için oldukça hafif ve kural tabanlı bir repodur.

    Jupyter Notebook 15