Experience

RoboEye.ai

• Canada
• Software Development
• 1 - 100 Employee

• Co-Founder

  • Sep 2019 - Present

  Solving intelligence for manfacturing Solving intelligence for manfacturing



Super.com

• United States
• Financial Services
• 200 - 300 Employee

• Machine Learning Engineer

  • Sep 2018 - Apr 2019

  Building chatbot with NLP Building chatbot with NLP



University of Waterloo

• Canada
• Higher Education
• 700 & Above Employee

• Fulltime Undergraduate Research Assistant

  • Sep 2017 - Apr 2018

  • Researched on convex optimization for collaborative ranking problem, conducted extensive experiments on benchmark datasets, under the supervision of Prof. Yaoliang Yu (https://cs.uwaterloo.ca/~y328yu/index.html) • Researched on convex optimization for collaborative ranking problem, conducted extensive experiments on benchmark datasets, under the supervision of Prof. Yaoliang Yu (https://cs.uwaterloo.ca/~y328yu/index.html)



Reflektion

• United States
• Software Development
• 1 - 100 Employee

• Software Engineering Intern

  • Jan 2017 - Apr 2017

  • Researched and implemented an image search feature with Tensorflow and Elasticsearch. The code base is in a production ready state.• Prototyped the model serving infrastructure with Tensorflow Serving, Keras and Docker. Demonstrated the feasibility of deploying Tensorflow Serving in production environment • Researched and implemented an image search feature with Tensorflow and Elasticsearch. The code base is in a production ready state.• Prototyped the model serving infrastructure with Tensorflow Serving, Keras and Docker. Demonstrated the feasibility of deploying Tensorflow Serving in production environment



Tencent

• China
• Software Development
• 700 & Above Employee

• Software Engineer Intern

  • Sep 2015 - Dec 2015

  Coupon Click-Through-Rate Prediction Model• Researched and implemented a Search Ranking module in C++, based on GBDT machinelearning model increased the click-through rate of coupon page by 29%• Shipped the model to production, handling 30 million requests dailyWechat Data Feeds• Implemented an internal report-feeding tool for user activity data, in Python, to push the datareport to WeChat accountsText Classification• Prepared training data for text classification model using Spark,collaborated in implementing the multiclass boosting algorithm for text classificationData reports• Develop several Python and HiveQL scripts for generating user activity data reports



Veeva Systems

• United States
• Software Development
• 700 & Above Employee

• Developer Intern

  • Jan 2015 - May 2015

  Hadoop Cluster Status DashBoard• Implemented an internal web dashboard in Angular and Spring, formonitoring status of Hadoop clustersJUnit Test• Implemented JUnit tests, raised the test coverage of data mininginfrastructure by 55%• Developed several Groovy ETL scripts for structured web data mining.The scripts are used in production on a daily basis Hadoop Cluster Status DashBoard• Implemented an internal web dashboard in Angular and Spring, formonitoring status of Hadoop clustersJUnit Test• Implemented JUnit tests, raised the test coverage of data mininginfrastructure by 55%• Developed several Groovy ETL scripts for structured web data mining.The scripts are used in production on a daily basis



Morningstar

• United States
• Financial Services
• 700 & Above Employee

• Developer Intern

  • May 2014 - Sep 2014

  • Implemented a data-mining tool in C#, shipped the code to production • Implemented a data-mining tool in C#, shipped the code to production