Mehmet Yiğit Duman

Sophomore Data Sci & Analytics Student at ITU | ITU Data Science Society President | Researcher at ENRG

Istanbul, Türkiye

About

NLP, Tokenization, EDA, Model Pre-Training, ML in Physics, Knowledge Graphs, Graph-RAG, AI in Legal Management, Chatbot Development, Startups, ITU Data Science Society Pres., HSD

Experience

  • Huawei Student Developers Member at HUAWEI Student Developers (HSD) Türkiye
    Apr 2026 - Present · 4 mos

    I've been a member and partner of Huawei Student Developers in Istanbul Technical University, working alongside with them through direct membership and collaborations with ITU's Data Science Society

  • ML in Physics Researcher at Erciyes Neutrino Research Group | ENRG
    Dec 2025 - Present · 8 mos

  • ITU Data Science Society (Istanbul, Türkiye)
    • President
      Sep 2025 - Jun 2026 · 10 mos

      I was the residing president of the ITU Data Science society for the term of 2025-2026.

    • R&D Department Staff
      Oct 2024 - Sep 2025 · 1 yr

      I was on the research division of ITU Data Science Society, lecturing students in Natural Language Processing methods with colleagues.

  • Co-Founder & Legal AI Department Head at DonnaHub
    Jun 2025 - Dec 2025 · 7 mos

    I was a co-founder in our legal startup called DonnaHub AI. DonnaHub uses specialized legal AI solutions to prepare students for the Turkish HMGS exam. It also functions as a Hub for legal tools and microservices.

  • NewMind AI (Istanbul, Türkiye · On-site)
    • LLM Intern
      Jun 2025 - Sep 2025 · 4 mos

      I worked as a LLM intern at Newmind AI, specializing in Data cleaning, EDA, NLP based methods and large language model training.

    • ML Intern
      Feb 2025 - May 2025 · 4 mos

      I specialized in the development of Newmind AI's highly specialized chatbot "Mürşit". My fields included multi-agent frameworks, prompt engineering, domain-specific model specialization, knowledge graph based NLP, Vector Databases, and much more. I also developed a React & Tailwind based application website for aiding development.

    • Intern
      Nov 2024 - Jan 2025 · 3 mos

      I was an intern at Newmind AI, specializing in training Embedding Models and working with Knowledge Graphs such as Neo4j and Memgraph.