Ayca Begum Tascioglu

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

Research Assistant at SmartData Lab - Computer Science and Engineering Faculty

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

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.

Cisco Incubator 9.0 Program Trainee | Cyber Security track

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.

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

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

Worked on network analysis.

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.