Agentic Machine Learning Modeling at Instacart

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Blueberry: Force Multiplier For The On-Call Engineer

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Variance Reduction Below the Randomization Grain

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Leveraging PyFixest for High-Cardinality Marketplace Modeling at Instacart

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From Scoring to Spelling: Rebuilding Ads Retrieval at Instacart (12 minute read)

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Semantic IDs: Product Understanding at Scale

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How AI Changes the Role of Applied Scientists

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Scaling Personalized Marketing for Multi-Tenant Commerce Platforms

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Empowering Carrot Ads with Domain Adaptive Learning

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Our Early Journey to Transform Instacart’s Discovery Recommendations with LLMs

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Turning Data into Velocity: Caper’s Edge and Cloud Data Flywheel with Capsight

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From print to digital: Making weekly flyers shoppable at Instacart through computer vision and LLMs

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Migrating to Jetpack Compose

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Building The Intent Engine: How Instacart is Revamping Query Understanding with LLMs

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Simplifying Large-Scale LLM Processing across Instacart with Maple

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AI-Driven Development at Instacart: Scaling Impact and Increasing Velocity

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Multi-modal Catalog Attribute Extraction Platform at Instacart

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Introducing PIXEL: Instacart’s Unified Image Generation Platform

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Turbocharging Customer Support Chatbot Development with LLM-Based Automated Evaluation

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How Instacart Built a Modern Search Infrastructure on Postgres

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