Amelia Xu
Location
Chicago, IL
Beijing, People's Republic of China
Education
U
University of Chicago
August 2023 - December 2024
degree
Master's
major
Data Science
U
University of Washington
Work Experience
M
Micron Technology
Procurement Data Scientist Intern
Boise, ID, US
June 2024 - September 2024
company
Micron Technology
title
Procurement Data Scientist Intern
overview
- Leveraged Gemini LLM on GCP to conduct text summarization of machine operator notes, extracting insights on
- Developed time series forecasting models using Prophet on GCP to predict material consumption, optimize
- Automated ETL pipelines in Python using CSOM APIs for unstructured manufacturing data, visualized in Tableau
- $20M over 3 years
- Proposed Generative AI architectures for negotiation strategy, fine-tuning Copilots using insights from Category Supply
- Managers with 5 workflow processing charts and a knowledge base to empower the procurement process
I
Instashopping China Top 5 Internet E Commerce Company
Big Data Engineer Intern
Beijing, CN
June 2023 - September 2023
E
Excel and Python
Data Analyst AND Front end Developer
Seattle, WA, US
January 2023 - April 2023
I
Industry and Finance
Business Strategy Analyst Intern
Beijing, CN
June 2021 - September 2021
Skills
A/B TestingAmazon S3Amazon Web ServicesApache HadoopApache HiveApache SparkApplication Programming Interfaces (APIs)Artificial IntelligenceAutomationAWS LambdaBaiduBayes' Theorem (Bayesian Statistics)Benchmarking SkillsBig DataBusiness StrategiesCloud ComputingCompetition AnalysisComputer VisionCost OptimisationDashboardsData AnalysisDatabase AdministrationDatabase OptimizationDatabasesData MiningData ProcessingData ScienceData SecurityData StructuresData WarehousingDeep LearningE-CommerceExtract Transform Load (ETL)Forecasting SkillsFront End Software DevelopmentGenerative AIGitGoogle AnalyticsHadoop Distributed File SystemInformation EngineeringInformation TechnologyKnowledge BasesKnowledge of FinanceKnowledge of StatisticsLarge Language ModelsLinear AlgebraLogistic RegressionMachine LearningManufacturingMetricsMicrosoft ExcelMySQLNatural Language ProcessingNegotiation SkillsNext.jsNLTK (NLP Analysis)Open Source TechnologyOutliersPerformance MonitorPower BIPredictive ModellingProcurement ManagementProphetPsychologyPython (Programming Language)PytorchRegression AnalysisSalesSchedulingScikit LearnSentiment AnalysisSnowflakeSQL DatabasesStakeholder ManagementSupply Chain ManagementSWOT AnalysisTableau (Software)Testing SkillsText SummarizationTime SeriesTopic Modeling