brendan murphy
Location
Menlo Park, CA
Education
S
Stanford University
March 2023 - December 2024
degree
Other degree
B
Boston University
Work Experience
V
Validia
AI Advisor/ML Engineer
July 2024 - present
company
Validia
title
AI Advisor/ML Engineer
overview
- Designed a profile-based matching and recommendation system to align voters with candidates
- Integrated Retrieval-Augmented Generation (RAG) methods using Llama Index and LangChain to enhance the accuracy of political information retrieval within the app
- Developed and maintained backend services using Express.js, incorporating authentication
- Helped design and implement a hybrid data storage approach utilizing Azure CosmosDB and MongoDB, optimizing for complex query handling and cost-effective data access
V
Validia
ML Engineer
San Francisco, CA, US
July 2024 - present
B
Bank of America
VP Development Lead
New York, NY, US
June 2016 - October 2023
S
State Street
Technical Lead
New York, NY, US
May 2014 - June 2016
R
Rockefeller
Developer and Technical Business Analyst
New York, NY, US
March 2008 - April 2014
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Skills
Languages
EnglishJapanese
Skills
Ability to MultitaskAccountingAdministrative OperationsAmazon Web ServicesAnomaly DetectionApache TomcatApple Mac SystemsApplication Programming Interfaces (APIs)Artificial IntelligenceArtificial Neural NetworksAuditing SkillsAutomationBacktestingBanking ServicesBootstrap (Software)Business RequirementsChatbotsCloud ComputingCloud ServicesCodebaseCode ReviewCommunication SkillsComputer VisionContainerizationContinuous IntegrationConvolutional Neural NetworksCorporate FinanceCorporate ServicesCorrective and Preventive ActionC++ (Programming Language)Customer ServiceData AnalysisDatabasesData IntegrityData SecurityData Storage TechnologiesDeep LearningDockerEclipse (Software)EmacsEnterprise JavaBeansExpress.jsExtensible Markup Language (XML)Fair ValueFinancial AccountingFinancial DerivativesFinancial SecuritiesFirebaseForecasting SkillsFront End Software DevelopmentFunctional DesignGenerative AIGithubGoogle CloudGPTGrafanaGrid ComputingHuman-Computer InteractionInformation RetrievalInformation TechnologyInfrastructure ManagementInnovationIntegrated Development EnvironmentsInteroperabilityJava (Programming Language)Javaserver PagesJava ServletJIRAJournal EntriesJupyterKnowledge of EngineeringKnowledge of FinanceKubernetesLarge Language ModelsLinuxMachine LearningManagement ProcessesManagement SystemsMedical ImagingMetricsMicroservicesMicrosoft AccessMicrosoft AzureMicrosoft ExcelMicrosoft OfficeMicrosoft Visual StudioMicrosoft WindowsMongoDBMonte Carlo MethodsMortgage LoansNatural Language ProcessingNetworking SkillsNumPyObject-Oriented Software DevelopmentOctaveOpen Source TechnologyOperational SystemsPerl (Programming Language)PerseverancePHP (Programming Language)Problem SolvingProgramming LanguagesProject ManagementPython (Programming Language)PytorchQuartz (Graphics Layer)Question AnsweringRecommender SystemsRequirements AnalysisResearch SkillsRisk AnalysisRisk ManagementRisk MeasureSafety PrinciplesSentiment AnalysisService-Oriented ArchitectureSoftware DebuggingSoftware EngineeringSoftware QualitySQL DatabasesStakeholder ManagementStrategic ThinkingStrategies of PricingSubsystemsSupervised LearningSystems Development Life CycleTeachingTechnical StandardTechnical Writing SkillsTensorflowTesting SkillsTopic ModelingTradingUser AuthenticationVulnerability AnalysisWholesalingWorkflowsWriting of Reports