Emily (Xiang) Zuo, Phd Email & Phone Number

Santa Clara, CA, US

United States

• Lead the core AI team on a range of enterprise productions:
• Generative AI, Large Language Model, Vector Database (vector store & semantic search), Synthetic Data Generation (e.g., GAN)
• BYOM (Bring your own model)
• In-database analytic functions

Santa Clara

• Responsible for wide-ranging AI/ML engineering and production:
• ChatGPT, Large Language Models (LLMs), Conversational AI, LangChain, Instruction-tuned LLMs, Retrieval-Augmented Language Modeling (RALM), In-context Learning, Chain-of-thought
• Hugging Face Transformers, Transfer learning;
• Our Hyperparameter Tuner for Vantage Analytics won the 1st prize in the idea pitch session of teradata hack day 2022;
• Our hackathon NLP project (based on BERT, Intent Classification, Arima and Elastic Search) of COVID-19 Q&A system is selected by teradata hack day 2020;
• Our micro-modeling paper was accepted by teradata universe 2019;

Santa Clara County, California, United States

• Designed and implemented large-scale machine learning algorithms in production code (on the MPP system) (e.g., XGboost, Random Forest, Decision Tree, Adaboost, Topic Modeling, GLM etc.) with SQL-MapReduce framework and.
• Mentor of intern students from Stanford University (2017) and UCLA (2018).

• Large-scale network analytics and machine learning:
• Improve data availability in distributed storage systems.
• Assess and predict user behavior of online gaming social networks.
• Identify factors that influence cheating in online gaming social networks.
• Dynamic graph analysis and modeling.

• Developed a location-based smart phone application “Find & Connect”, which is a social platform using RFID technology to obtain users’ indoor locations.
• Implemented a recommendation system to recommend friends for users based on common contacts, similar interests, physical encounters, and etc.
• Analyzed both users’ online and offline behavior dynamics.

Stanford Ignite

A compact MBA Program in innovation and entrepreneurship. - Business: marketing, operations, strategy, finance, and economics - Soft.

Doctor Of Philosophy (Ph.D.), Computer Science

Thesis: Large-scale distributed network and machine learning.

Master, Computer Science

Bachelor, Computer Science