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eCommerce • Healthtech • Kids + Family • Retail • Social Media
Design and scale data pipelines and ML/LLM systems, build agentic automation for pipeline generation and maintenance, improve data monitoring, and collaborate with analysts, product, and ML teams to deliver reliable end-to-end data and AI infrastructure for a high-growth e-commerce platform.
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AirflowAws Ec2Aws EksAws LambdaAws S3DbtLlmsMcp ServersMl PipelinesPythonRagSnowflake
eCommerce • Healthtech • Kids + Family • Retail • Social Media
Own the strategy, architecture, development, deployment, monitoring, and continuous improvement of production personalization and recommendation systems. Build custom embeddings, ranking models, and shared representations across feeds, search, and recommendations. Lead ambiguous problems from concept to measurable customer impact, establish AI evaluation standards, partner with product and data teams, make cross-team technical decisions, and coach senior engineers.
Top Skills:
AirflowAWSAws SagemakerBedrock AgentcoreClaude CodeCoderabbitDatadogDbtDeep LearningDevinGithub ActionsHexIncident.IoIterableKotlinKubernetesLangchainLaunchdarklyLinearMatrix FactorizationMaximMlflowMySQLPackwerkPandasPythonPyTorchRuby on RailsRankingReactRetrievalScikit-LearnShopifySidekiqSigmaSnowflakeSwiftTerraformTypescriptWardenWarpstreamWeaviateXgboost
eCommerce • Healthtech • Kids + Family • Retail • Social Media
Own the direction and implementation of Babylist’s personalization domain, including recommendation, search, feed models, custom embeddings, and shared representations. Take ambiguous problems from concept through production, owning architecture, deployment, monitoring, retraining, evaluation, and customer impact. Partner with product, design, and data, establish AI development standards, make cross-team technical decisions, and coach senior engineers while remaining hands-on with complex machine learning systems.
Top Skills:
AirflowAmazon Bedrock AgentcoreAWSAws SagemakerDatadogDbtDeep LearningGithub ActionsHexKotlinKubernetesLangchainLaunchdarklyMatrix FactorizationMlflowMySQLPackwerkPandasPythonPyTorchRuby on RailsReactRetrieval And RankingScikit-LearnSidekiqSigmaSnowflakeSwiftTerraformTypescriptWarpstreamWeaviateXgboost
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eCommerce • Healthtech • Kids + Family • Retail • Social Media
Lead product for personalization and discovery across Babylist: own strategy, KPIs, and quality for recommendations and feed surfaces. Partner with ML engineering on retrieval, ranking, candidate generation, and evaluation. Drive one-year roadmap, commercial impact, AI-native prototyping, and mentor PMs while raising company-wide judgment on ML investment and implementation.
Top Skills:
A/B TestingChatgptClaudeData PipelinesFeature EngineeringLlmsMlModel DeploymentModel TrainingMonitoringPersonalizationRankingRecommendation SystemsRetrievalSearch
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