Kevin Liang
Location
Los Angeles, CA
Education
U
University of California-San Diego
July 2023 - June 2024
degree
Master's
major
Business Analytics
U
University of California Riverside
Work Experience
A
Automated Data Extraction
June 2024 - June 2024
company
Automated Data Extraction
overview
- Transformed unstructured project documents into structured data using Python
- Implemented OCR with libraries such as pdfplumber and pytesseract to extract text from PDFs and images
- Designed and implemented AI-driven prompts to guide machine learning models in identifying and extracting key data
- Enhanced the data extraction and analysis process, significantly increasing construction project assessment accuracy and minimizing manual errors
- Accuracy: Achieved an 82.35% accuracy rate, indicating a high level of reliability and consistency in the extracted data across different test samples and conditions
X
Xchange
customer service
Monterey Park, CA, US
June 2022 - June 2023
D
Dalian Yigu Technologies
Marketing AND Technical Division Intern
Dalian, CN
October 2020 - July 2021
C
Chinese Student AND Scholars
Member
Riverside, CA, US
September 2018 - June 2020
Skills
Languages
ChineseEnglish
Skills
Applied MathematicsArtificial IntelligenceAutomationBig DataBilling ProcessesBusiness AnalysisBusiness EfficiencyCommunication SkillsComputer ProgrammingConstructionConsultingConsumer BehaviourContent StrategyCustomer AnalyticsCustomer Demand PlanningCustomer ServiceDashboardsData AnalysisDatabasesData CleansingData MiningData QualityData Storage TechnologiesDecision Making SkillsDifferential EquationsE-CommerceEconomyExpeditingForecasting SkillsFriendlinessHuman-Computer InteractionInformation TechnologyKnowledge of StatisticsLinear AlgebraLogistics OperationsMachine LearningMacroeconomicsMarketingMetricsMicroeconomicsMicrosoft ExcelMicrosoft OfficeMicrosoft PowerPointMicrosoft WordMultivariate RegressionMySQLNumerical AnalysisNumPyOperations and Management PlatformPandasPerformance ManagementPianoProgram EvaluationsPublic RelationsPython (Programming Language)ReliabilityReturn on Marketing InvestmentSalesSQL DatabasesStock ControlStock MarketsTableau (Software)Transportation Management