cv

Bachelor of Science

New York University Shanghai

Computer Science and Mathematics

New York University Shanghai

Generative Retrieval for Recommendation System

• Advisor: Prof. Hongyi Wen (Department of Computer Science, Data Science and Engineering)
• Developed a multimodal framework to predict user behavioral patterns on Amazon datasets.
• Designed and evaluated model architectures, implemented quantization methods of VQ-VAE, RQ-VAE, OPQ, to capture discrete behavior patterns, achieving 47.2% performance improvement (from 0.0339 to 0.0499).
• Implemented a BPE-inspired partitioning tokenization, improving sequence coherence and representation quality

Center for Data Science, New York University

Finetuning on Pretrained LM to Efficiently Perform Retrosynthesis of Chemical Reactions

• Developed predictive models for chemical reaction retrosynthesis using SMILES notation.
• Applied an LLM for dataset reconstruction and augmentation, improving Top-1 Accuracy by 26.2% (from 0.588 to 0.742) while reducing reliance on expensive laboratory data.
• Employed fine-tuning strategies (encoder freezing, MLP adapters, LoRA) to optimize training efficiency.

New York University Shanghai

Driving Route Optimization Considering Traffic Light Timings

• Advisor: Prof. Zhibin Chen (Department of Computer Science, Data Science and Engineering)
• Built a traffic-aware driving route optimization model under real-world map and constraints on SUMO platform.
• Simulated model on real traffic signal datasets, reducing travel time compared to baseline routing algorithms.
• Applied energy consumption models for EV and gasoline vehicles, balancing energy efficiency and travel time.

Data Engineer

Data Strategy Department, McDonald's China

Worked on building and optimizing data infrastructure to support business intelligence and analytics for McDonald's China.

• Developed and validated scalable database schemas and enterprise-level data maps.
• Designed a similarity recommendation algorithm based on menu composition and user historical interactions.
• Implemented an AI agent that significantly enhanced data panel classification and visualization.

Treasurer

Organized events and managed club financial operations.

• Managed financial operations and annual budgeting for student-led educational initiatives.
• Facilitated letter exchanges and Q&A sessions with high school students from Hunan Province.

Trombone Section Leader

Directed the trombone section, coordinated rehearsals, and oversaw instrument storage logistics.

Dean's List (AY: 2022–2023, 2023–2024, 2024–2025)

New York University Shanghai

Recognized for outstanding academic performance (GPA ≥ 3.7).

Mathematical Contest in Modeling – Certificate of Achievement - Honorable Mention

COMAP

Built predictive models and performed Bayesian regression for market analysis after data preprocessing.

Bloomberg Trading Challenge - Ranked 1st at NYU and 5th in Asia.

Bloomberg L.P.

Chose potential stocks through group discussion and operated the Bloomberg terminal to trade stocks on the US stock market (Sep 2022 - Nov 2022).