Eddy Yu
Location
San Francisco, CA
Dalian, People's Republic of China
Education
U
University of California-Davis
August 2023 - June 2024
degree
Master's
major
Business Analytics
U
University of California
Work Experience
B
Brookfield Properties
Business Intelligence Engineer Practicum Project
San Francisco, CA, United States, 94199
August 2023 - June 2024
company
Brookfield Properties
title
Business Intelligence Engineer Practicum Project
overview
- As part of MSBA, worked for a global real estate company to create a Large Language Model that generates financial variance
- Gathered business requirements and organized daily task planning for the team through the use of Toggl and Asana, adhering to Agile methodology
- Leveraged Apache Spark from Databricks platform to clean, transform & build data pipelines for integrating financial & comments
- Utilized LangChain, RAG and Llama-2-70b model to develop the LLM that processes internal financial data and generates
N
New Wave Lending Group
Funder
Los Angeles, CA, US
May 2020 - January 2023
Skills
Ability to MultitaskAgile MethodologyAmazon Web ServicesApache SparkAsanaBig DataBusiness AnalysisBusiness IntelligenceBusiness RequirementsCalculationsCloud ComputingCommunication SkillsDashboardsData AnalysisDatabricksData ManagementData PipelinesData QualityData ScienceDecision TreesFinancial Data AnalysisForecasting SkillsKnowledge of EconometricsKnowledge of FinanceKnowledge of StatisticsLarge Language ModelsLinear AlgebraLinear RegressionLoansMachine LearningManagement AccountingMicrosoft AzureNoSQLNumerical AnalysisOperations ResearchPower BIPredictive ModellingProcurement ManagementPysparkPython (Programming Language)Random ForestReal EstateReal Estate FinanceSeleniumSQL DatabasesTableau (Software)