Ayca Begum Tascioglu

Researcher at AUSL Rimini
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Contact Information
us****@****om
(386) 825-5501
Location
IT
Languages
  • Turkish Native or bilingual proficiency
  • Norwegian Elementary proficiency
  • German Professional working proficiency
  • Icelandic Limited working proficiency
  • English Full professional proficiency
  • Russian Limited working proficiency
  • Norse, Old Elementary proficiency
  • Italian Limited working proficiency

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Credentials

  • Bertinoro International Spring School BISS 2023
    Centro Residenziale Universitario Bertinoro
    Mar, 2023
    - Oct, 2024
  • The 5th Advanced School in Computer Science and Engineering: AI for Better Medicine
    The Hebrew University of Jerusalem
    Jan, 2023
    - Oct, 2024
  • Introduction to Genomic Technologies
    The Johns Hopkins University
    Sep, 2022
    - Oct, 2024
  • Process Mining: Data science in Action
    Eindhoven University of Technology
    Apr, 2022
    - Oct, 2024
  • CCNA: Enterprise Networking, Security, and Automation
    Cisco
    Nov, 2021
    - Oct, 2024
  • Agile with Atlassian Jira
    Atlassian
  • Introduction to Tensorflow for Artifical Intelligence, Machine Learning and Deep Learning
    DeepLearning.AI

Experience

  • AUSL Rimini
    • Hospitals and Health Care
    • 500 - 600 Employee
    • Researcher
      • Mar 2023 - Present

      Working on the improvement of Emergency Department Database of the National Healthcare System of Emilia–Romagna Working on the improvement of Emergency Department Database of the National Healthcare System of Emilia–Romagna

  • Alma Mater Studiorum – Università di Bologna
    • Italy
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Nov 2022 - Present

      Research Assistant at SmartData Lab - Computer Science and Engineering Faculty Research Assistant at SmartData Lab - Computer Science and Engineering Faculty

  • Luxoft
    • Switzerland
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Automotive Embedded Software Engineer
      • Jul 2022 - Nov 2022

      Working on autonomous driving project with a team located in Munich/Germany and Turin/Italy. Offered with full-time position. Working on autonomous driving project with a team located in Munich/Germany and Turin/Italy. Offered with full-time position.

  • Mobisec Italia
    • Italy
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Cyber Security Research Intern
      • Feb 2022 - Jul 2022

      Worked on a stand-alone behaviour analysis engine to profile device behaviour and network traffic to detect anomalies. Models with LSTM, Decision Tree, SARIMAX, ARIMA, K-Means Clustering, Isolation Forest and Interquartile Range Algorithm are developed and tested for dynamic analysis. Supervisors: Nicola Laurenti, Matteo Gatto Worked on a stand-alone behaviour analysis engine to profile device behaviour and network traffic to detect anomalies. Models with LSTM, Decision Tree, SARIMAX, ARIMA, K-Means Clustering, Isolation Forest and Interquartile Range Algorithm are developed and tested for dynamic analysis. Supervisors: Nicola Laurenti, Matteo Gatto

  • Cisco
    • United States
    • Software Development
    • 700 & Above Employee
    • Trainee
      • Sep 2021 - Jul 2022

      Cisco Incubator 9.0 Program Trainee | Cyber Security track Offered with full-time position Cisco Incubator 9.0 Program Trainee | Cyber Security track Offered with full-time position

  • UniCredit
    • Italy
    • Banking
    • 700 & Above Employee
    • Software Engineering Intern
      • Feb 2021 - Jul 2021

      Application of artificial intelligence to physical security events to develop a predictive model capable of: Detecting recurring patterns in physical security incidents, providing a classification of physical security events (real alarm, false alarm) with a percentage of confidence, and testing the robustness of the intrusion detection system starting from a CAD project. (Italian) Applicazione dell'intelligenza artificiale agli eventi di sicurezza fisica per sviluppare un modello predittivo in grado di: rilevare modelli ricorrenti negli incidenti di sicurezza fisica, fornire una classificazione degli eventi di sicurezza fisica (allarme reale, falso allarme) con una percentuale di affidabilità, testare la solidità del sistema di rilevamento delle intrusioni partendo da un progetto CADTradotto Show less

  • Ratio Technologies
    • Türkiye
    • Software Development
    • 1 - 100 Employee
    • Data Scientist
      • Jan 2020 - Aug 2020

      Worked on the Energy Storage and Optimization project. Preparing and analyzing datasets with different machine learning models. Time-series forecasting was applied with SARIMAX. Worked on the Energy Storage and Optimization project. Preparing and analyzing datasets with different machine learning models. Time-series forecasting was applied with SARIMAX.

  • Innova
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Computer Science Intern
      • Jun 2020 - Jul 2020

      Worked on a time-series forecasting project which is about mobile traffic prediction with Vanilla, Stacked and CNN-LSTM. Worked on a time-series forecasting project which is about mobile traffic prediction with Vanilla, Stacked and CNN-LSTM.

  • Bilkent University
    • Türkiye
    • Higher Education
    • 700 & Above Employee
    • Undergraduate Teaching Assistant
      • Feb 2020 - Jun 2020

      Assisted students who take CS 115 - Introduction to Programming in Python, in their laboratory assignments

    • Undergraduate Teaching Assistant
      • Sep 2019 - Jan 2020

      CS 115 - Introduction to Programming in Python Lab Tutor

  • KONNEKA Bilgi ve İletişim Teknolojileri
    • Türkiye
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Software Engineer
      • Mar 2020 - May 2020

      Worked on network analysis. Worked on network analysis.

  • Jotform
    • United States
    • Software Development
    • 500 - 600 Employee
    • Data Science Intern
      • Aug 2019 - Sep 2019

      I worked with the Data Science Team to develop a Phishing Detector which is able to detect if a form is a spam or safe. I analyzed data then implemented machine learning. After my first project, I worked with SecOps Team on vulnerability issues, particularly on Cross-Site scripting (XSS). I worked with the Data Science Team to develop a Phishing Detector which is able to detect if a form is a spam or safe. I analyzed data then implemented machine learning. After my first project, I worked with SecOps Team on vulnerability issues, particularly on Cross-Site scripting (XSS).

  • Türkiye İş Bankası
    • Banking
    • 700 & Above Employee
    • IT Intern
      • Aug 2018 - Sep 2018

      I worked on virtualization and virtual machines (creating, adding them to the domain and managing their networking preferences) with VMware vSphere Client. Also I got financial literacy education. I worked on virtualization and virtual machines (creating, adding them to the domain and managing their networking preferences) with VMware vSphere Client. Also I got financial literacy education.

Education

  • Alma Mater Studiorum – Università di Bologna
    Doctor of Philosophy - PhD, Computer Science and Engineering
    2022 - 2025
  • Università degli Studi di Padova
    Master of Science - MS, Information Engineering, Telecommunications
    2020 - 2022
  • Bilkent University
    Bachelor's degree, Computer Science
    2016 - 2020
  • Ankara Atatürk Anadolu Lisesi
    High School Diploma, Mathematics and Science
    2012 - 2016

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