Burak Yavuz

Burak Yavuz

Intern

Followers of Burak Yavuz553 followers
location of Burak YavuzIstanbul, Türkiye

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  • Timeline

  • About me

    Data Engineer • Data Analyst • Big Data Developer • BI Specialist

  • Education

    • Yeditepe University

      2020 - 2025
      Bachelor's degree Industrial Engineering, Full Scholarship
    • HU University of Applied Sciences Utrecht (Hogeschool Utrecht)

      2023 - 2023
      Erasmus Exchange, Social Robotics
  • Experience

    • DenizBank

      Mar 2021 - Apr 2021
      Intern

      - Gained exposure to Agile and Design Thinking in banking while building peer networks and developing a broader perspective on innovation in finance.

    • Karbel

      Jun 2022 - Sept 2022
      Intern

      - Analyzed production metrics to generate actionable insights that supported operational decision-making.- Created reports on production trends and quality control, enabling data-driven improvements in manufacturing processes.- Collaborated with cross-functional teams to streamline data collection and reporting workflows, improving accuracy and efficiency.

    • DHL

      Mar 2023 - Jun 2023
      Delivery Driver

      - Gained first-hand experience in last-mile delivery operations, ensuring timely and accurate package drop-offs across the region.- Communicated with Dutch customers and colleagues in an international work environment, strengthening adaptability and cross-cultural communication skills.

    • Jumbo Supermarkten

      Jun 2023 - Sept 2023
      Sales Assistant

      - Contributed to daily operations and customer service in a fast-paced, English-speaking international environment, enhancing my cross-cultural communication, adaptability, and teamwork skills.

    • Eti

      Oct 2023 - Jun 2024
      Senior Year Project Engineer

      - Led a team of 5 in optimizing delivery schedules and vehicle routes for ETİ’s warehouse operations.- Applied unsupervised learning to cluster customers by location, double-decker compatibility, mixed pallet needs, and order volume.- Designed schedules that balanced pallet loads, vehicle types, and customer demand across clusters.- Implemented routing heuristics (savings, two-opt, 2-exchange) in Python, improving routing performance by 8.88%.- Developed a mathematical optimization model that boosted routing efficiency to 9.67% and achieved 9.74% cost savings.- Collaborated with logistics and warehouse teams to align proposed solutions with operational constraints and planning processes. Show less

    • Obase

      Jun 2024 - May 2025

      - Designed a robust web crawler using Selenium and BeautifulSoup, extracting over 3,500 category paths and 250,000+ product entries from e-commerce platforms.- Built and fine-tuned NLP models with TensorFlow and RNNs to improve product category prediction accuracy.- Benchmarked traditional ML models including SVM and XGBoost, optimizing performance through comparative analysis.- Utilized SQL for in-depth data exploration and created interactive Tableau dashboards, transforming complex data into actionable business insights.- Integrated OpenAI API and LLaMA 3.1 to classify product reviews and enhance sentiment analysis, improving understanding of customer feedback. Show less

      • Big Data Engineer

        Sept 2024 - May 2025
      • Data Science Intern

        Jun 2024 - Aug 2024
  • Licenses & Certifications