Product Manager Machine Learning

X i ao Tan

********@***.*** · 213-***-**** · Los Angeles, CA · https://www.linkedin.com/in/xiao-tan-4a7944145/ EDUCATION

University of Southern California

M.S. in Computer Science - Communication Data Science May 2024 B.S. in Computer Science and Business Administration Dec. 2022

• Honors: Presidential Scholarship (2018-2022), USC Viterbi Scholarship (2018-2022)

• Coursework: Data Mining, Machine Learning, Statistics, Data Structures & Algorithms, Software Engineering, File & Database Management, Accounting, Marketing, Strategic Management WORK EXPERIENCE

JD.com, Inc. – eCommerce Product Manager Intern Sept. 2021 – Dec. 2021 Jingxi Business Group Shenzhen, China

• Proposed and led build of 3 new site features with Engineering, Product, and Design teams using Agile from idea to launch; defined product specifications, strategic roadmaps, prototypes, and release plan

• Launched features with Marketing team during a major sales event, contributing to 43.5% of sales

• Collaborated with Data team during dashboard migration to verify data integrity across multiple systems, leading to 20+ bug fixes

• Gathered raw data for all 2021 sales events from 3 attribution channels, transformed it into actionable key takeaways and recommendations, and reported to upper management

• Established 2021 Double 12 Sales homepage; adjusted page based on real-time data and boosted conversion by 8%; received 4.2M UV and 26K+ orders over 7-day period ByteDance - Product Manager Intern, Search April 2021 – June 2021 Resso Music (Music-Streaming app) Shanghai, China

• Improved search performance/quality and clickthrough rate through daily search content analysis and manual intervention on top 30 frequently-searched-low-click queries for 3 countries

• Assisted Engineering team with search platform upgrade, conducted search result evaluation, and established standard metrics for search result marking criteria

• Produced bimonthly search report; compared, and analyzed key metrics among Resso and competitors, and proposed actions to improve search performance to Engineering team

• Coordinated with three overseas teams to handle daily operational tasks in search Zana A.I. – Mobile App Developer Intern June 2020 – Aug. 2020 Tidda AI (Remote Health Monitoring app) Remote

• Integrated an iOS SDK in React Native to activate remote connection to a smartwatch to track real- time vital signs

• Implemented quick replies, voice recording, and local storage functions for conversational AI chatbot interface to enable AI voice and chatbot solutions

• Designed and developed health data visualization function for My Health interface PROJECTS

FunPins iOS App – Startup Project Dec. 2019 – March 2020

• Conducted user interviews, market research, and competitive analysis for over 10+ competitors

• Designed wireframe and UI, defined requirements and roadmap, and made prioritizion

• Negotiated coupons from local businesses for users to exchange with engagement points

• Launched first version in app store with 2000+ downloads, users from 8 schools and 5 cities SKILLS

Technical Skills: Java, Python (pandas, scikit-learn), C++, JavaScript, Express.js, React, Node.js, HTML/CSS, SQL, Machine Learning (Supervised & Unsupervised), Deep Learning (Keras, LSTM), Statistical Modeling

(Regression, Classification, Multivariate Forecasting), Tableau, Power BI, MongoDB Business & Product Skills: Data Analysis, Agile-Scrum, Excel, Photoshop, Figma, Sketch, Axure, Business Strategy, Competitive Analysis, Market Research, UI/UX Design Interests: Zumba, Songwriting, Music Production, Indie Movies, Bullet Journaling

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