Summary
Overview
Work History
Education
Skills
Certification
Projects
Websites
Publications
Timeline
Generic

Eda Capa Kiziltas

Fairhope

Summary

Dynamic Software Developer with a proven track record at Bursa Uludag University, excelling in .NET development and agile project management. Expert in machine learning and data analysis, I drive innovative solutions that enhance operational efficiency and exceed project goals. Committed to collaboration and problem-solving, I deliver impactful results in fast-paced environments.

Overview

18
18
years of professional experience
1
1
Certification

Work History

Software Developer

Bursa Uludag University
Bursa
11.2020 - Current
  • ASP.NET Core: Framework for UNISIS
  • React: User interface library in JavaScript for UNISIS
  • Dapper: Framework for ORM in UNISIS
  • Git: Source code management tool for UNISIS
  • SQL: Programming language for relational database
  • ISO/IEC 27001:2022 Information Security Management System Lead & Internal Auditor: Information security management system associate

Machine Learning Engineer

Borcelik Steel Corporation
Bursa
07.2017 - 11.2020
  • MATLAB: Mathematical model development of production lines for digital twin replicas
  • Python: Data visualization, data processing, prediction model development, image processing and machine learning model development in production lines for digital twin replicas by libraries Scikit-Learn, OpenCV, Matplotlib, TensorFlow, Keras
  • Agile Project Management: Reversing cold milling line digital twin project

Sales Expert

Wieland Turkey
Bursa
02.2015 - 07.2017
  • Regional Customer Service for Turkey: Developed and maintained relationships with key customers, consistently exceeding customer satisfaction and expectations
  • Unifying Sales Strategies: Development and implementation effective sales strategies and track sales activities while binding local activities and needs with international sales strategy of company

R&D Engineer

Viko by Panasonic
Istanbul
05.2013 - 12.2014
  • STMicroelectronics: Micro-controller in SmartMeter Project
  • Renesas: Micro-controller in G3 communication in field smart metering for SmartMeter project
  • C / C++ / C# Programming Languages: Programming languages for embedding system and User Interface of smart metering

Research Assistant

Boğaziçi University
Istanbul
12.2010 - 05.2013
  • MATLAB: Signal Processing tool for EMG signals in Humanoid Prosthetic Hand project

R&D Engineer

Kronik Electronics
Istanbul
08.2009 - 12.2010
  • MicroChip: Micro-processor in security solutions for ATM

Researcher

TUBITAK UZAY
Ankara
03.2007 - 08.2009
  • Atmel: Micro-controller in secondary camera design in RASAT Project
  • CAN Communication: Moduler communication tool for RASAT
  • C / C++ Programming Language: Programming language for CAN Protocol in RASAT

Education

Doctor of Philosophy - Computer Science

Istanbul Technical University
Istanbul, Turkey
07.2025

Master of Science - Electronics Engineering

Bursa Uludag University
Bursa, Turkey
09.2019

Bachelor of Engineering - Electrical and Electronics Engineering

Middle East Technical University
Ankara, Turkey
06.2007

Skills

  • Machine learning
  • Software development
  • Data analysis
  • Statistical modeling
  • Agile project management
  • Database management
  • Team collaboration
  • Problem-solving
  • Data structures and algorithms
  • SQL integration
  • Programming
  • NET development
  • Python programming

Certification

  • Agile Project Management: İstanbul Kurumsal Gelişim - 2019
  • Project Management Methodologies: İstanbul Kurumsal Danışmanlık -2019
  • Azure Fundamentals: Microsoft - 2020
  • Information Security Management System Lead Auditor: CFE Certification - 2023
  • ISO/IEC 27001:2022 Information Security Management System and Internal Auditor: CFE Certification - 2023

Projects

UNISIS: Official student portal of enrollment, registration and grading, RCM Modelling: Digital Twin project modelling reverse cold milling line with optimal pass thickness prediction, stiffness & strength curve fitting, pass number optimization., BAF Modelling: Digital Twin project modelling batch annealing furnace with time prediction, production planing optimization., CGL Modelling: Digital Twin project modelling continuous galvanizing line with annealing temperature optimization, force & speed prediction, production planing optimization., SmartMeter: Smart metering of electricity consumption and billing based on Power-Line Communication (PLC) technology, Cardiotocography Data Set Classification: Classification of CTG data for early warning in pregnancy, Skin Segmentation: Detection of nudity in social media applications by determining skin areas with image processing for age limitation, Humanoid Prosthetic Hand: Anthropomorphic Hybrid Prosthetic Hand model close to human anatomy for forearm function regain, RASAT: National Earth Observation Satellite

Publications

  • Çapa Kızıltaş, Eda. 2019 Kompleks değerli yapay sinir ağlarının veri sınıflandırma problemlerindeki başarım analizi. MS thesis. Bursa Uludağ
  • Niversitesi.
  • Çapa, E., Çotur, V., Gümüş, C., Kaplanoğlu, E., Özkan, M. 2014. Comparative EMG classification of index finger. IEEE 2014 18th National Biomedical Engineering Meeting, 2014: 1-3.
  • Uzun, A., Kızıltaş, E. Ç., Yılmaz, E. 2018. Cardiotocography Data Set Classification with Extreme Learning Machine. International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 2018 : 224-230.
  • Kiziltas, E. C., Uzun, A., Yılmaz, E. 2019. Skin Segmentation by Using Complex Valued Neural Network with HSV Color Spaces. International Journal of Multidisciplinary Studies and Innovative Technologies, 3(1): 1-4.
  • Orta, A. H., Kayabaşı, İ., Saka, O. C., Öztürk, A., Aghayev, K., Gözay, A., Kızıltaş, E. 2018. Optimal Batch Creation for Bell-Type Industrial Batch Annealing Furnace with an Annealing Time Prediction Model. International Conference on Engineering Optimization, 2018: 1278-1289. Springer, Cham.
  • Aghayev, K., Esendağ, K., Orta, A. H., Öztürk, A., İlker, S., Kızıltaş, E. 2018. Reversible Cold Rolling Process Time Optimization for an Industrial Application. International Conference on Engineering Optimization, 2018:1304-1315. Springer, Cham.
  • Yılmaz İ., Arslan E., Kızıltaş, E., Çavdar K., 2019. Development of a prediction method of Rayleigh damping coefficients for free layer damping coatings through machine learning algorithms. International Journal of Mechanical Sciences, 166, 105237:

Timeline

Software Developer

Bursa Uludag University
11.2020 - Current

Machine Learning Engineer

Borcelik Steel Corporation
07.2017 - 11.2020

Sales Expert

Wieland Turkey
02.2015 - 07.2017

R&D Engineer

Viko by Panasonic
05.2013 - 12.2014

Research Assistant

Boğaziçi University
12.2010 - 05.2013

R&D Engineer

Kronik Electronics
08.2009 - 12.2010

Researcher

TUBITAK UZAY
03.2007 - 08.2009

Doctor of Philosophy - Computer Science

Istanbul Technical University

Master of Science - Electronics Engineering

Bursa Uludag University

Bachelor of Engineering - Electrical and Electronics Engineering

Middle East Technical University
Eda Capa Kiziltas