Selcuk Senturk

Experience

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  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

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  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.

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  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.

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  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.

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  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

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  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.

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  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.