Zhaopeng Guo

Developed excel mass upload tool with BOPF framework for cloud defense

Developed Grantor Management components for Public Sector Collection and Disbursement (PSCD)

Deloyed Fiori Launchpad for Grantor Management

Co-Founder of the startup

Designed custom blockchain systems

Planned development tasks and assigned tasks as a scrum master

Developed basic packages for blockchain, i.e. encryption, database, and data structure

1. BIUT Block Source Code
2. NPM

Topic: Continual Learning for Deep Reinforcement Learning

Implemented and compared deep reinforcement learning algorithms A2C and DQN (Tensorflow V2 and Keras)

Implemented and verified continual learning algorithms progressive neural networks and elastic weight consolidation (Tensorflow V2 and Keras)

Topic: Implementation and verification of different methods for continual learning

Implemented and verified continual learning algorithms elastic weight consolidation, generative replay, and naive rehearsal for classification(Tensorflow V1)

Processed test data of 12-48V battery system (VBA)

Tested microcontroller of 12-48V battery system (CANoe and INCA)

Implemented testing software GUI (CANoe)

Topic: Analysis and evaluation of the influence of different hardware platforms on the behavior in static code analysis

Tested different hardware behaviors (i.e., storage methods and hardware communication modes) with GCC, CBMC, and Astree (C/C++)

Created a benchmark for static code analysis considering various types of runtime errors and MISRA checks. This benchmark had been evaluated on several static analysis tools (C/C++)