engblogs

This blog post discusses how Instacart modernized the prediction of real-time availability for hundreds of millions of items, addressing challenges such as interpretability, sparse data, business use case mismatch, and legacy infrastructure.

The blogpost discusses how Instacart manages zero-downtime PostgreSQL cutovers using a Blue/Green approach with logical replication, and introduces a comprehensive tool called Zero Downtime Cutover (ZDC) that streamlines the process.

A technical blogpost discussing NerfDiff, a novel approach for single-image view synthesis that improves upon existing methods in resolving uncertainties and producing detailed renderings.

Configuring cross-account access of Amazon Redshift clusters in Amazon SageMaker Studio using VPC peering for seamless machine learning development

Enabling organizations to build their own proprietary LLMs on their data through a strategic partnership between Snorkel AI and Together AI.

Uploading HDR videos to Reels on Facebook and Instagram, with legible SDR UI elements and overlays.

The blogpost discusses the cross-functional development process behind Lyft's launch of rideshare support for CarPlay and Android Auto, including partnerships with Apple and Google, design considerations for driver and rider safety, engineering challenges and iterations, user research and feedback, and future enhancements.

An AI system, CoDoC, is proposed in a joint paper with Google Research in Nature Medicine to develop reliable AI tools for healthcare, specifically to determine when to defer to a clinician for accurate interpretation of medical images.

How to effectively use prompt engineering to build LLM-based applications, with insights from GitHub's approach.

Snorkel Flow Summer 2023: faster, easier, and more secure, with improved labeling functions, intelligent auto-suggest strategies, and streamlined annotation experiences.

Exploring the intersection of training diffusion models with reinforcement learning

Introducing Snorkel Flow Summer 2023, a release that improves the application creation process, shortens the iteration loop, and enhances security certifications.