Stanley(Kuang) Lee Email & Phone Number

Sunnyvale, Ca, Us

Sunnyvale, Ca, Us

Enhance feed quality by building professional Explore-Exploit end-to-end system utilizing Thompson Sampling.Develop state-of-the-art AI platforms that enable advanced deep learning and recommendation systems.Collaborate with Feed AI and Discover AI to streamline the machine learning workflow and enhance model iteration

San Francisco, Ca, Us

- Redesigned Ads Creative data logging pipeline to reduce engineer operation time with Data Lake, Redshift and Kafka and migrated down streams jobs to Spark ETL, resulting in more maintainable production code.- Boosted Ads CTR by 6% by developing Yelp's category embedding in Ads ranking model with Tensorflow- Built a embedding offline evaluation tool with React.js- Built a category embedding in production from scratch with session-based deep learning model and Spark ETL.- Improved Ads CTR by 4.5%by designing, developing and deploying a new framework for Ads Distance SearchRecall and presented it in front of 50 engineers- Increased Ads clicks by 2%by developing a new model including query understanding, business features, COVID related features.- Key collaborator between Ads, Intent and AdsUX teams to power several key features on Yelp PRO.- Developed Yelp Delivery features for Ads with ElasticSearch, Java and Python to deal with COVID pandemic

Santa Clara, California, Us

Lantern project (project owner)- Built GraphQL services with Golang and guide intern to improve the Lantern- Designed, developed and deploy the internal real-time service to data visualize the results from Jenkins using Vue.js, Vuex, GoLang, MongoDB and Elasticsearch- Improved 60% performance with routing sharding the dates of suitesHitachi Storage Advisor - Deduced by99%development time via importing Spring-Boot 1.5, Devtools and configuring develop environment- Developed the prototype for infra app manager with React.js- Developed RESTful API and full-stack features with Spring Boot, Docker and Elasticsearch, Angular, MariaDB- Developed the prototype for online help with nginx and jQueryAutomation - Reduced 25% failures by checking resources in Podman and improving the filters- Developed and deployed reporting-client project with Elasticsearch, MongoDB clients and Gradle- Reduced 93% manual time by implementing shell scripts for work process- Developed UI/REST API automation scripts using Selenium Webdriver and Java- Led a junior to do the UI automation project

La Jolla, California, Us

- Improved to accuracy 70% to recognize six emotions of the stories from GoFundMe by combining lexicon-based and preprocessing with WordNet, NLTK, Standford POS Tagger and TF-IDF- Developed several APIs to get information from GoFundMe with etree and scrapy

Taipei, Northern Taiwan, Tw

- Identified the romantic relationship with market-basket analysis and performed data visualization with R- Developed a web server with JavaScript (JQuery), PHP, CSS and HTML

Armonk, New York, Ny, Us

- Utilized SQL to explore Cross-Selling for Shin Kong Life, one of the largest insurance companies in Taiwan

Master Of Science (M.S.), Computer Science

Bachelor Of Science (Bs), Computer Science & Information Engineering (Another Major Finance)

Online, Computer Science