About me

I am a dedicated professional with a strong background in Machine Learning and Artificial Intelligence, striving to bridge innovative technologies with practical applications. Holding a Bachelor's degree in Control and Automation from Istanbul Technical University (ITU) and currently pursuing an MSc in Computer Science from ITU, my focus lies in integrating Large Language Models (LLMs) in Robotics, driving the convergence of language and machines.

With a solid foundation, I've actively contributed to impactful projects, ranging from developing an AI-powered quality automation platform to creating a sophisticated machine learning model for predicting the Remaining Useful Time (RUL) of Lithium-Ion batteries. My expertise spans the realms of AI model development, data preprocessing, and real-time model deployment.

Beyond these roles, I've undertaken projects delving into text-to-image AI and sentiment analysis using Facebook's BERT model. This versatility showcases my commitment to pushing the boundaries of AI and its diverse applications. My journey is fueled by a relentless passion for innovation and a resolute determination to leave a mark at the crossroads of technology and progress.

Looking forward to connecting and collaborating with fellow enthusiasts on this transformative path.

What i'm doing

  • design icon

    Machine Learning

    Diving deep into ML's algorithms and applications for transformative solutions.

  • Web development icon

    Intelligent Control

    Proficient in Model Predictive Control and Reinforcement Learning to orchestrate human-machine interactions, ensuring precision in navigating complex control landscapes

  • mobile app icon

    Mastery in AI-driven Vision

    Adept at object detection, real-time defect identification, and unlocking visual complexities with precision.

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    Exploring Large Language Models

    Engaged in active research,pushing boundaries in language understanding and its integration into robotics.

Resume

Experience

  1. AI Engineer Consultant

    September 2022 — June 2023 Remote (Berlin,Germany)

    Led AI-driven backend development for quality automation platform, integrating YOLO-v3 and semantic segmentation for real-time defect detection. Enhanced data pipelines, engaged in customer interactions, and contributed to continuous research.

  2. Machine Learning Engineer

    2021 — 2022

    Contributed to cross-functional team, developing novel ensemble model for Lithium-Ion battery RUL prediction. Conducted thorough literature review, harnessed EDA, and fine-tuned models for accuracy. Enabled transparent model interpretation and collaborated on real-time deployment.

  3. Autonomous Driving Engineer

    2019 — 2022

    As an Autonomous Driving engineer, I played a pivotal role in crafting sophisticated algorithms for self-driving vehicles. I developed and optimized control systems, ensuring safe and efficient navigation in dynamic environments. My contributions enriched the foundation of autonomous mobility.

Education

  1. Computer Engineering MsC, Istanbul Technical University

    2022 — Present

    Pursuing advanced studies in Computer Engineering at ITU, focusing on integrating Large Language Models into robotics. Exploring the cutting-edge intersection of AI, language, and automation.

  2. Control and Automation Engineering BsC, Istanbul Technical University

    2015 — 2020

    Achieved a solid foundation in Control Engineering at ITU, paving the way for my expertise in intelligent control systems and their seamless integration with modern technologies.

My skills

  • PyTorch
  • Tensorflow
  • Python
  • Docker
  • RabbitMQ
  • Sklearn
  • MlFlow
  • FastAPI
  • C++
  • Matlab

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