Nanda Laboratory, School of Electrical Engineering and Computer Science, University of Ottawa
Developed advanced search-based algorithms to automatically generate high-value test cases for autonomous systems.
Integrated metamorphic and differential testing techniques to evaluate system robustness and behavioral consistency.
Designed and implemented an LLM-driven system to enhance automated test case generation for complex driving scenarios.
Built an interpretability framework to analyze generated test cases and explain autonomous system behaviors.
Engineered testing methods compatible with an industry-grade simulator and a high-performing autonomous driving stack.
Collaborated closely with industry partners, faculty, and doctoral researchers to align research outcomes with deployment needs.
Backend Development Engineer Intern
Meituan, Basic Development Platform, System Monitoring Team
Led a team in developing a log-data valuation system leveraging deep learning and explainable AI to quantify the diagnostic value of log messages.
Built a functional prototype and validated it on open-source datasets, demonstrating its potential to reduce log storage and analysis overhead.
Applied machine learning, deep learning, and explainable AI techniques across data processing, model design, implementation, and evaluation workflows.
Backend Development Engineer Intern
Meituan, Basic Development Platform, System Monitoring Team
Directed the development of a multi-data-source anomaly root cause analysis system and successfully deployed the solution in a production environment.
Established the team’s root cause analysis capabilities from the ground up, including system architecture, algorithm design, and operational workflows.
Backend Development Engineer Intern
Transwarp Information Technology (Shanghai) Co., Ltd., Infrastructure Department
Developed key components of an AIOps platform, including log analysis modules, JStack analysis tools, and an operational knowledge base.
Implemented schema evolution features (add/delete/modify columns) for a distributed columnar database system.
Worked with distributed systems and big-data infrastructure, including large-scale architecture and database internals.
DevOps Engineer Intern
Shanghai Kaian Technology Co., Ltd.
Maintained and improved a continuous integration platform supporting automated builds, testing, and deployment pipelines.
Worked with DevOps practices, including CI/CD automation and environment configuration.