Selcuk Senturk

Selcuk Senturk

Research Intern, Machine Learning

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location of Selcuk Senturkİzmir, Türkiye

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  • Timeline

  • About me

    AI Automation Specialist @ Kastas Sealing Technologies

  • Education

    • İzmir Yüksek Teknoloji Enstitüsü

      -
      Bachelor's degree Physics
    • Ege University

      2024 - 2026
      Master's degree Computer Science
  • Experience

    • Istanbul Technical University

      Sept 2020 - Jun 2021
      Research Intern, Machine Learning

      I worked as an intern researcher in machine learning with Assoc. Seda Yanık and Prof.Dr. NeslihanSerap Şengör in a research project on machine learning. The problem we tried to solve with machinelearning was this; Classification of customers' internet speed using machine learning for one ofTurkey's largest internet service providers. My role in the project is to reduce the size of the data wehave by performing PCA (Principal Component Analysis) operation, thereby reducing the cost ofcomputing and increasing the performance of the machine learning model. Show less

    • Izmir Institute of Technology

      Aug 2021 - Sept 2022
      Research Intern, Machine Learning

      I worked as an intern researcher in machine learning with Mehmet Serkan Apaydin in a researchproject on machine learning. The problem we were trying to solve with machine learning was;Classification of proteins' family by creating a distance matrix that includes the distance of every CAatoms for each protein. We were trying to find the best performing preprocessing operations on thatdistance matrix to classify proteins better.

    • Jotform

      Aug 2022 - Sept 2022
      Data Science Intern

      I worked as a data science intern in Anomaly Hunters Team at Jotform. I made a project to detect outliers in a time series data with using some statistical techniques and used Facebook’s Prophet algorithm to detect anomalies. I also made another project to do future prediction (a.k.a forecasting). I’ve experienced the research and development process.

    • Infuseloop

      Nov 2022 - Feb 2023
      Machine Learning Engineer Intern

      I worked on creating a question answering system with NLP models in a start-up company. This company focus on accelerating knowledge discovery from documents with AI. I was responsible for creating a pipeline for data collecting and processing, creating a reliable model with accurate results. Also I worked on elastic search algorithm.

    • KPMG Türkiye

      Jun 2023 - Apr 2024
      Data Scientist

      Working on a large language model project that is able to answer questions about documents that has been given, like pdf, ppt etc. Also responsible for researching and applying data governance methodology to big companies of Turkey. Investigated how data collected, how secured, how transported etc. and tried to create a reliable and sustainable data governance methods. Also analyzed the data and tried to find where an error can occur and how to prevent data leakage or inconsistent results.Developing Large Language Models applications and chatbotsAlso evaluation method to create reliable result from this language model applicationsConsulting to Turkey’s largest companies on data governenceDeveloping machine learning applications and modelsUsing Docker to deploy ML applicationsCreating data dashboard and data visualization using streamlit Show less

    • Siskon Yazılım & Otomasyon

      Apr 2024 - Nov 2024
      Data Scientist

      My responsibilities include designing and implementing data collection strategies to extract insights from production processes, as well as leveraging advanced analytics and machine learning techniques to optimize manufacturing operations and automate tasks.

    • Kastaş Sızdırmazlık Teknolojileri

      Feb 2025 - now
      AI Automation Specialist

      • Researching and implementing AI agents to transform complex business processes into streamlined workflows.• Developing AI automation solutions to enhance company operations and improve efficiency of departments.• Creating custom AI solutions on Microsoft Azure to deliver innovative business improvements.• Guiding digital transformation efforts by identifying, analyzing, and automating key business processes.

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Selcuk Senturk
      KPMG DxA Olympics Data Analytics Challenge KPMG Türkiye May 2023 I achieved the second place in this challenge.
  • Volunteer Experience

    • Mentor

      Issued by Global AI Hub on Aug 2024
      Global AI HubAssociated with Selcuk Senturk
    • Lösev İzmir Gönüllü

      Issued by LÖSEV - Lösemili Çocuklar Vakfı on Feb 2020
      LÖSEV - Lösemili Çocuklar VakfıAssociated with Selcuk Senturk
    • Field Officer

      Issued by European Researchers' Night on Sept 2021
      European Researchers' NightAssociated with Selcuk Senturk