About me

Hi! I'm a software developer at Cisco. I got my Bachelor's degree at Jilin University, and got my Master's at the University of Waterloo. You can find my github repos here.

Skills:

• Popular programming languages (C, C++, Java, Python)
• Understanding of software engineering processes, tools, and data structures
• Experience in network programming
• Experience in common ML toolkits and libraries such as Keras and Scikit-learn

Work

Cisco (2023.5-Present)

• Involved in Cisco IOS XR system development, working in Fowarding Information Base team

Education

University of Waterloo (2021.9-2023.1))

• Cumulative GPA: 92.83
• Specialization in Artificial Intelligence

Jilin University (2017.8—2021.8))

• Percentage grade: 89.75
• Major in software engineering
• A member of the Pilot Program in Engineering

Projects

Handwritten Digit Recognition with AWS (2022.8)

• Trained and deployed a Pytorch model for handwritten digit recognition on an Amazon SageMaker endpoint
• Connected the endpoint to a web application using Amazon Simple Storage Service (S3) and Amazon API Gateway
  

Intelligent Agent for Minecraft, University of Waterloo (2022.3 - 2022.8)

• Adopted a behavioral cloning system for obtaining diamonds in Minecraft
• Further improved the performance by combining multiple models and supporting them with hard-coded scripts

Academic Experience

Wrapper-based Feature Selection, Jilin University (2020.9 - 2021.5)

• Improved the genetic algorithm using the idea of reinforcement learning: Guide the mutation stage with a Q-table that is calculated during the evolution process
• Proved that the introduction of Q-learning improves the classification accuracy and dimensionality reduction rate by evaluating the algorithm on a series of UCI datasets

Online Summer Research Program, University of Miami (2020.7.13-2020.8.31)

• Worked on GAN-based retinal image generation with Dr. Mohamed Abdel-Mottaleb
• Proposed a data-driven approach to synthesize retinal images and the corresponding vessel maps
  

Deep learning workshop, University of Miami (2020.1.27-2020.2.14)

• Learned the fundamentals and basic skills in deep learning and Python
• Built a StarCraft 2 agent with supervised learning, achieving a winning percentage of 68% against Very Hard AI
  

Languages

English: TOEFL iBT, 106 / TOEIC, 910
Chinese: Native
Japanese: JLPT, N1

Honors and Awards

• System Architect Qualification of Computer and Software Professional (2019.11)
• Third prize in China Undergraduate Mathematical Contest in Modeling (2018.12)
• Third-class scholarship in College of Software (2018.11)