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Airbnb Engineering & Data Science - Medium
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Latest posts
Last updated 20 days ago
Project Lighthouse — Part 3: Introducing project-lighthouse-anonymize
20 days ago
Project Lighthouse — Part 3: Introducing project-lighthouse-anonymizeThe data in Project Lighthouse is...
How we knew COVID was over (and what our models had to unlearn)
26 days ago
When we retrain, when we rebuild, and when we leave a model...
Flexible Authentication: Reimagining authentication for millions of users at Airbnb
about 1 month ago
Rebuilding login and signup surfaced product insights, not just technical challenges. Here’s...
Eval-driven development: Lessons from evaluating GenAI at scale
about 2 months ago
How Airbnb teams build trustworthy Generative AI products by treating evaluation as...
Personalizing Airbnb search by learning from the guest journey
about 2 months ago
How we built a Transformer-based sequence model that encodes years of guest...
From weeks to a day: how we made LLM evaluation fast enough to iterate on
2 months ago
Training an LLM is the easy part. The hard part is designing...
Scaling beyond one: How Airbnb evolved its data architecture for a multi-product world
3 months ago
How Airbnb’s data engineers and analytics engineers built a consistent and flexible...
Sitar-agent: Building a reliable dynamic configuration sidecar at scale
3 months ago
How Airbnb built a Kubernetes sidecar to deliver dynamic configuration reliably at...
When history fails you, borrow from geography
3 months ago
How Airbnb used sequential geographic recovery signals and prior propagation to generate...
Scaling Airbnb’s identity graph with a unified knowledge graph infrastructure
4 months ago
How Airbnb shifts from PaaS to an internal knowledge graph infrastructure at...
Viaduct 1.0 and the future of Airbnb’s data mesh
4 months ago
Moving from an internal tool to a community-driven, production-ready data mesh.By: Ryan...
Monitoring reliably at scale
4 months ago
Designing monitoring that works when everything else doesn’t.By: Abdurrahman J. AllawalaIntroductionWhen an...