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newcharacteryigit/README.md

Hi there, I'm Yiğit Kızıl! 👋

I am a Junior AI Software Developer and a Mathematics student at Marmara University. I specialize in building real-time AI systems, Computer Vision applications, and fine-tuning LLMs.

🚀 About Me

  • 🎓 Currently pursuing a Bachelor's degree in Mathematics with a focus on applied AI.
  • 💼 Working as a Junior AI Developer at Extoget Bilişim.
  • 🤖 Experienced in YOLO-based object detection, RAG chatbots, and WebRTC applications.
  • 🏆 Teknofest Finalist (2024) in autonomous vehicle development.

🛠️ Tech Stack

Languages Python JavaScript SQL

AI & Machine Learning YOLO OpenCV TensorFlow LangChain Pandas

Web & Tools Flask WebRTC HTML/CSS


💻 Featured Projects

A client-side AI image processing app running entirely in the browser.

  • Tech: TensorFlow.js, UpscalerJs, U-2-Net.
  • Features: Background removal, upscaling, and visual enhancement on local devices.

🚜 Autonomous Field Cultivation Vehicle (Teknofest 2024)

Developed for the Teknofest competition, reaching the finals.

  • Tech: YOLO object detection, Autonomous navigation.
  • Role: Developed pest detection and autonomous cultivation logic.

🧠 NameGenx (2021)

AI-powered unique domain name generator.

  • Tech: Fine-tuned GPT-2 model.
  • Function: Generated domain suggestions based on custom datasets.

💼 Experience

Junior AI Software Developer | Extoget Bilişim (Jul 2024 - Present)

  • Building AI-powered real-time assistants using LLM APIs and WebRTC.
  • Developing RAG-based chatbots using LangChain.
  • Fine-tuning LLM models for simultaneous text translation.

Software Developer | FARMO Otonom Çözümler (Oct 2023 - Jul 2024)

  • Trained YOLO models for autonomous systems.
  • Developed OpenCV-based pathfinding and masking algorithms.

📫 Connect with Me

LinkedIn Website

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