resume
2019-11-27
resume
Experience
AI Scientist/AI Lead
July 2023 - present, Shanda Group
- leads a cross-functional team that provides backend services for LLM-centered apps.
Algorithm Engineer
Apr 2021 - June 2023, Lazada
- worked on Lazada recommendation frameworks and algorithms to improve Click Through Rate (CTR) and Gross Merchandise Value (GMV).
Data Scientist
Apr 2020 - Apr 2021, Cartrack
- Researched and prototyped a pipeline for car theft detection, in Python with Datasketches/SQL.
- Researched and implemented a testing environment for filtering algorithms, in Python/Typescript with Next.js/FastAPI.
Graduate Research Assistant
Sep 2015 - Sep 2019, ICME @ Stanford
- Performed four years of research in pursuit of PhD before exiting the program.
- researched on matrix completion/low rank approximation algorithms for high dimensional physics problem (fluid structure interaction).
- implemented distributed/parallel version of above algorithms.
Education
Stanford University
M.S. from ICME, Sep 2014 to Sep 2019
- Completed 135 units of course work. Relevant courses are:
- Computer Science: CS107, CS110, CS148, CS369G, CME213, CME251, MS&E 317, EE364A, EE364B, CS369M, EE376A.
- Machine Learning: CS 238, CS229, CS 231N, CS246, CS251.
Sep 2011 to May 2014, Duke University
B.S. in Mathematics and Economics, Sep 2011 to May 2014
- Graduated in three years with cum laude.
- 2013 Dean’s List with Distinction.
- 2012 Freshmen Julia Dale Prize in Mathematics.
Projects
** Coming Soon **. In the meantime, check out my projects page
Skills
- Distributed computing: Spark, OpenMP
- Machine learning: Tensorflow, Pytorch
- Language: Python, SQL, Golang
Honors / Awards
- 2012 MathematicalContest in Modeling, Meritorious.
- 2008 International Mathematical Olympiad, Silver.
- 2008 Asian Physics Olympiad, Honorable Mention.
- 2007 International Mathematical Olympiad, Bronze.