Innovation processes

- Receiving legal and practical training under supervision of an experienced European patent attorney- Responsible for patent aspects of Artificial Intelligence, Computer-implemented inventions (software), Information and communication technology

Responsible for autonomous system deployment, vehicle operation, monitoring, troubleshooting, and emergency handling for road testing in different scenarios, tasks including:1. testing of autonomous driving systems;2. Record test cases and form road test report;3. Analyze test problems, classify, manage and track different test problems;4. Apply the theories of computer vision, simultaneous location, and mapping to Autonomous Vehicles.At Joint Venture: Boschung AG, Autowise.ai

Literature review on Machine Learning Algorithms. Specifically, learning the Boosted Decision Tree(BDTs) ensembles, use cases in the industry, and the software frameworks developed in: XGBoost, and Scikit Learn. Developing a good understanding of how the BDTs are implemented and how they can be made to run very fast and efficiently on FPGAs as well as on CPUs.Supervisor: Dr.Mohsen EwaidaKeyword: Python, C++, Software development

Recent years have witnessed a dramatic growth in online social media, such as YouTube, Instagram, and Twitch, which are based on User-Generated Content (UGC). it becomes important to investigate, (i)how such influencers emerge and (ii) what are the properties of the resulting network structure. Motivated by these questions, our work is rooted in the quality-based model, which addresses the dynamic process in UGC-based social networks. To empirically support and validate this novel model, we perform an extensive analysis of real-world data of dynamical networks on Twitch.tv, the world's leading live streaming platform for gamers.Supervisor: Dr. Nicolo Pagan, Prof. WenJun Mei, Prof. Florian DörflerKeyword:Social Network Formation, Online Data Mining,Data Analytics, Python

To develop new features for the software framework ProjectQ. As part of the project, I had theopportunity to get familiar with the field of quantum computing and further deepen my knowledge in developing open-source software in both Python and C++.- Review the fundamental concepts of quantum computing.- Create tutorials for students using ProjectQ in Jupyter notebooks.- Implement a ProjectQ compiler engine for drawing quantum circuit - using the Matplotlib library- Prototyping the port of the ProjectQ Python software framework to C++.Supervisor：Dr. Damien Ngyuen

In Social Network, each individual has an influence over the evolution of opinion. Opinion dynamics studies how individual opinions evolve due to social interactions with each other. We proposed an appropriate definition of social power in the weighted median model to quantify the importance of each individual in social networks. By analyzing the opinion formation, we investigated the prediction of social power in complex networks through numerical simulation in Matlab.Supervisor: Prof. WenJun Mei, Prof. Florian DörflerKeyword: Social Opinion dynamics, MatLab Simulation

Leading the weekly Math exercise for Mechanical Engineering DepartmentIncluding :Mathematics I- Single/multi. variable calculus- Linear Algebra- Probability and StatisticsMathematics II- Ordinary differential equations- (Partial) Differential EquationsSupervisor: Dr. G. Scheithauer