Mahmoud Emarah

- I was responsible for supporting the research and development of the virtual customer service TOBI chatbot project carrying out the following duties within the Cognitive AI & Data Science department : • Anonymization of TOBI chat data • Automatic generation of TOBI chat conversations • Introducing chat analysis concept • Data exploration and augmentation - Used Tools : Python, PyTorch, GPT-2, GPT-3, MarianMT, Flair, WordNet, Disco

During that exciting journey I worked on developing the whole stages of the following iOS mobile applications: • PharmaTools: A pharmaceutical marketing field force automation application that helps medical sales representatives • Total Retail 360:A TOTAJ Egypt M&S proprietary application. • Qoyod: Developed and maintain a Point of service module. • Funtometo - Used Tools: Swift, Web Services, Charts, Cocoa Pods, GIT, Realm, Firebase, Core Data, Crashlytics

Responsibilities: Teaching, Research, Mentoring Bachelor Projects

Master Thesis: Dynamics Modeling of Industrial Robots Using Transformer Networks • Developed a multivariate time series forecasting deep learning framework using Transformer neural networks that aims to automatically model the dynamics of industrial robots and compensate for the predicted error of the robot(s joints.

Graduation Project: Smart Firewall • Developed a machine learning driven Firewall to detect and classify malicious URJs or queries