Brandeis University

M.S. in Business Analytics

08/2019 - 02/2021, Waltham, MA, United States

Relevant Coursework: Python, Machine Learning, Analyzing Big Data, Data Structures, Information Visualization, Econometrics, Natural Language Processing

University of California - San Diego

B.S. in Applied Mathematics, Minor in Linguistics

09/2015 - 12/2018, La Jolla, CA, United States

Relevant Coursework: Data Analysis and Inference, Data Science, Java, Statistics, Computational Statistics, Probability, Optimization, Linear Algebra, Numerical Analysis
Honor: 2015 & 2016 Fall Quarter Provost Honors

China Mobile

Algorithm Engineer

05/2025 - Present, Hangzhou, Zhejiang, China

• Implemented VLA models for humanoid robot's table bussing task, leveraging cloud–edge collaborative computing to enable grasping and classification of dozens of desktop objects with an accuracy of 84%

Shenhao

Algorithm Engineer

01/2023 - 04/2025, Hangzhou, Zhejiang, China

• Developed a humanoid robot’s embodied intelligence, a multi-agent system based on LLM for decision-making, planning, and tool use; Engineered the robot’s VUI with ASR and TTS; Independently implemented key features below:
  1. Target Tracking: Fine-tuned LLM with prompt engineering to understand commands, integrated visual language model, depth camera calibration, and chassis mobility to enable target tracking
  2. Showroom Guide: Integrated LLM with navigation to empower the robot to autonomously navigate to designated points in the showroom, providing real-time sales explanations of exhibits through RAG
  3. Action Performance: Enabled autonomous action decision-making by LLM, allowing the robot to engage in interactive entertainment with users through gestures, performances , and games; showcased the robot at 10 major exhibitions
  4. Memory Systems: Developed short-term memory for multi-round interactions; Built a cloud-edge coordinated long-term memory (vector database of personnels + facial recognition) for customizing personalized conversation
  5. Honors: Founding member of the National Humanoid Robot Ecosystem Alliance; 8 media coverages
• Established a laboratory at Singapore Polytechnic, deployed robots’ fault detection algorithms and trained faculty and students. Delivered 3 presentations in Singapore on "Generative AI in Embodied AI", promoting the Shenhao's international influence
• Designed anomaly sound detection algorithms for inspection robots, achieved 94% accuracy for detecting transformers' defects

Alibaba (AliExpress)

Algorithm Engineer

06/2021 - 06/2022, Hangzhou, Zhejiang, China

• Redesigned global new-arrival segmentation algorithm, resulted in 26% increase of the GMV of “super new arrivals” published in 7 days; improved interpretability by visualizing feature importance interactively to guide sellers to market new arrivals
• Tailored new-arrival segmentation algorithm for women’s fashion in France; optimized the recommendation system by presenting 400+ high-quality items and 50+ sellers weekly, improved marketing operation’s efficiency
• Rebuilt best-seller prediction algorithm for promotions, responsible for covering 20% total GMV of Summer Sale by the predicted best-sellers
• Developed multilingual sentiment analysis algorithm for Tweets about AliExpress, Shein and Shopee; generated daily report of public opinions to discover AliExpress’ operational issues and overseas fashion trend