Hi, I'm Cagri Ozcinar, an AI expert with a strong background in machine learning (ML), large language models (LLMs), image processing, and computer vision (CV). I specialize in developing innovative solutions that combine cutting-edge AI technologies with real-world applications.

While many of my works are confidential due to their commercial nature, here are a few that showcase my skills and areas of expertise:

• Video Search Web App:
  A Flask-based web application that enables AI-powered video scene search using embeddings and cosine similarity.

  • Features include:
    • Uploading JSON data for video analysis.
    • Querying scenes based on text inputs.
    • Enabling a similarity threshold for precise results.
  • Tech Stack: Python, Flask, React, CORS-enabled REST API.

• omniAttention:
  Research on visual attention in omnidirectional video for VR applications.

• 360_Audio_Visual_ICMEW2020:
  Analysis of audio-visual perception for immersive VR environments.

Note: For security and confidentiality, many of my AI-driven systems, such as text to image generation, LLM-based chatbot, VLM-based question and answering, bot detection models, scene search tools, object classification and detection, and healthcare analytics platforms, are private.

I have extensive experience in the following domains:

• Artificial Intelligence (AI): Advanced model development for natural language processing and computer vision.
• Computer Vision (CV): 17+ years of experience with image-to-text, 3D modeling (NeRF), and motion analysis.
• Large Language Models (LLMs): Fine-tuning and deploying conversational agents.
• Image & Video Processing: Creating solutions for video summarization and scene detection.
• Anomaly Detection: Behavioral modeling to distinguish bots from humans.

I'm always open to discussing collaborations, research, and AI-driven innovation. Connect with me here:

• LinkedIn: Cagri Ozcinar
• Website: Neural Bridge
• Email: cagriozcinar@gmail.com

I have contributed to projects across industries, from healthcare and VR to cybersecurity and entertainment. My passion lies in transforming complex AI systems into user-friendly, impactful solutions.

• Public Repositories: Demonstrations of techniques and ideas.
• Private Repositories: Advanced systems and commercial projects for clients.

If you're interested in learning more about my private projects, feel free to reach out for a discussion!