Bilal Onur Eskili

Graduate of Bilkent University Electrical and Electronics Engineering, currently working as a Deep Learning Researcher/Engineer with a focus on NLP. My technical interests encompass Deep Learning, Quantum Computing, and Algorithm Development. I'm pursuing an MSc degree at METU's Informatics Institute, researching Deep Learning applications on Spherical Microphone Arrays. Beyond technology, I'm passionate about reading history books (particularly recent history and early mankind), swimming, blogging on various topics, and occasionally creating Python and AI tutorials. Proud recipient of the Bilkent University EEE Department Entrepreneurship Award 2023.

• Extensive experience in LLM, RAG systems, and chatbot development
• Fine-tuning and pre-training various scales of LLMs for diverse tasks
• Textual data preprocessing, representation, and labeling workflow management
• Hallucination detection and mitigation strategies
• MLOps and LLMOps implementation in Docker environments
• Implementation of cutting-edge research for practical systems

• NLP expertise in RAG, Agentic Architectures, and various LLM architectures
• Research on Spherical Microphone Arrays combining Signal Processing with Deep Learning
• Computer Vision projects including GANs and text-to-image models at Bilkent University
• Traditional CV detection projects and transformer-based NLP research at METU