• Integrated multi-type Retrieval Augmented Generation (RAG) and GraphRAG systems. • Optimized GraphRAG code to extract better entities & relationships and construct domain-specific knowledge graphs. • Built a QA Pipeline for generating high-quality QA pairs from documents with accurate ground truth annotations.
Advisor: Prof. Jinfu Chen (WHU); Prof. Weiyi Shang (UWaterloo) • Focused on software logging and failure workarounds. • Developed an automated analysis pipeline to extract, filter, and sample code commits containing try-catch blocks. • Conducted research on floating-point error detection, proposing novel approaches for identifying error-inducing inputs in numerical programs.
Turing Master Class | Advisor: Prof. Yepang Liu GPA: 3.79/4.0 | Weighted Avg Score: 90.92 | Ranking: 36/195 Main courses: Math Logic (A+), Computer Programming (A+), Calculus (A), Linear Algebra (A), Data Structures & Algorithms (A), Database Systems (A-), Machine Learning (A), Compilers (B+)