Experience

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  Arçelik global

  Jul 2022 - Sept 2022

  Data science intern

  • Complex data analysis using Python and SQL.• Building machine learning models specifically for text classification using NLP concepts.

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  Arçelik global

  Nov 2022 - Apr 2024

  Data science trainee associate

  • Optimizing AI-based product descriptions by emphasizing key features, leveraging LLMs, and implementing on AWS, while also overseeing all back-end responsibilities.• Creating a forecasting algorithm based on real-time data from operational machines in factories and executing predictive maintenance initiatives to anticipate the lifespan of the machines.• Implementing the generative AI concept for translating user manuals to decrease consultancy fees.• Enhancing the productivity of industrial designers through the application of image models like Stable Diffusion Show less

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  Beko corporate

  Apr 2024 - now

  Machine learning engineer

  • Conducted research, optimization, and deployment of large language models (LLMs) on AWS.• Contributed to microservices transformation at Beko by developing APIs for service integration.• Enhanced Beko AI Platform chatbots via advanced prompt engineering, embeddings, and vector databases for improved semantic understanding and contextual responses.• Served as the solution owner for the Product Description project, overseeing backend design, development, and optimization.