- Developed data processing pipelines using Microsoft SCOPE, C# and Python to optimize product offerings for Bing
- Deployed BERT for product embeddings and machine learning techniques (DiskANN) to build recall and ranking
- Designed and implemented an end-to-end conversational recommender system using LLMs to integrate product
- Initiated LLM-based performance evaluation mechanisms for Shopping Collage feature, defining 20+ key metrics
T
TikTok
Client Solutions Engineer
May 2020 - August 2023
Data Engineer Intern Valentino
April 2019 - July 2019
Skills
Advertising CampaignsAlgorithmsAmazon Web ServicesApache SparkApplication Programming Interfaces (APIs)Artificial IntelligenceAutomationAzure Machine LearningBackendBingCachingCascading Style Sheets (CSS)Continuous IntegrationConversion MarketingConversion TrackingC++ (Programming Language)CreativityCryptographyC Sharp (Programming Language)Customer Data ManagementDashboardsDatabase AdministrationDatabasesData CentersData ProcessingData Storage TechnologiesDjango Web FrameworkDockerEmployee RetentionForecasting SkillsFront End Software DevelopmentGenetic AlgorithmGitGithubGolangGradleHTMLInformation EngineeringInformation TechnologyJava (Programming Language)JavaScript (Programming Language)JunitKnowledge of AdvertisingKnowledge of CampaignsKnowledge of MathematicsKubernetesLarge Language ModelsLinuxLiteratureMachine LearningMacrosMarketingMarket SegmentationMetricsMicroservicesMicrosoft AzureMochaMongoDBNext.jsNode.JsNormalization ProcessesNumPyObject-Oriented Software DevelopmentPandasPerformance ManagementPython (Programming Language)PytorchReactJSRecommender SystemsRedisRestful APIsRevenue GrowthSafety PrinciplesSchedulingScikit LearnShoppingSoftware DebuggingSpring-bootSQL DatabasesTeachingTeam WorkingTensorflowTypeScriptUnixUnix ShellUptimeWeb Scraping