Resume
Deneyim
04/2024 -
DATA SCIENTIST
Siskon Software & Automation
Izmir
My responsibilities include designing and implementing data collection strategies to gain insights from manufacturing processes, as well as leveraging advanced analytics and machine learning techniques to optimize manufacturing operations and automate tasks.
07/2023 - 04/2024
DATA SCIENTIST
KPMG Türkiye
Istanbul
I am responsible for researching and implementing data governance methodology for large companies in Türkiye. I try to create reliable and sustainable data governance methods by investigating how data is collected, how much it is protected, how it is transported, etc. I also analyze the data and try to find where errors can occur, data leaks can occur, and how to prevent inconsistent results.
10/2022 - 02/2023
ARTIFICIAL INTELLIGENCE ENGINEER
Infuseloop
Izmir, Part Time
I worked on building a question answering system with NLP models. I was responsible for creating a pipeline for data collection and processing to create a reliable model with accurate results. I was also working on the elastic search algorithm.
08/2022 - 09/2022
DATA SCIENCE INTERN
Jotform
Ankara
I worked as a data science intern in the Anomaly Hunters Team at Jotform. I did a project to detect outliers in a time series data using some statistical techniques and used Facebook's Prophet algorithm to detect anomalies. I also did another project to make future predictions. I experienced the research and development process.
07/2021 - 06/2022
Research Intern
Izmir Institute of Technology
Izmir
I worked as an intern researcher on a research project on machine learning with Mehmet Serkan Apaydın. The problem we were trying to solve with machine learning was; Classification of protein families by creating a distance matrix containing the distance of each CA atom for each protein. We were trying to find the best performing preprocessing operations on this distance matrix to better classify proteins.
08/2020 - 06/2021
Research Intern
Istanbul Technical University
Istanbul
I worked on a research project on machine learning with Assoc. Prof. Dr. Seda Yanık and Prof. Dr. Neslihan Serap Şengör. The problem we were trying to solve with machine learning was; Classifying the internet speeds of customers using machine learning for one of the largest internet service providers in Türkiye. My role in the project was to reduce the size of the data we had by performing PCA (Principal Component Analysis), thus reducing the computational cost and improving the performance of the machine learning model.
Education
2017 - 2023
IZMIR INSTITUTE OF HIGH TECHNOLOGY
PHYSICAL
Profesyonel Yetenekler
Machine Learning
Deep Learning
Data Analytics
Artificial intelligence
Languages
English (Very good)
Turkish (Native)