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awesome-ml-llm-case-studies

800+ real-world ML & LLM system design case studies from 150+ companies Google, Meta, Netflix, Uber, Airbnb & more. Production AI, not theory.
https://github.com/hackthacker/awesome-ml-llm-case-studies

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🏢 Doordash 30 🏢 Uber 30 🏢 Instacart 25 🏢 Pinterest 25 🏢 Wayfair 24 🏢 Linkedin 23 🏢 Swiggy 20 🏢 Netflix 19 🏢 Airbnb 18 🏢 Walmart 15 🏢 Lyft 14 🏢 Meta 14 🏢 Expedia 13 🏢 Zillow 13 🏢 Dropbox 12 🏢 Spotify 12 🏢 Grab 12 🏢 Amazon 12 🏢 Mercado Libre 11 🏢 Grammarly 11 🏢 Picnic 10 🏢 Etsy 10 🏢 Trivago 10 🏢 Nubank 9 🏢 Shopify 9 🏢 Coinbase 8 🏢 Gojek 8 🏢 LinkedIn 8 🏢 Delivery Hero 8 🏢 Google 7 🏢 Stitch Fix 7 🏢 Faire 7 🏢 Salesforce 7 🏢 Canva 7 🏢 New York Times 6 🏢 Apple 6 🏢 PayPal 6 🏢 Ebay 6 🏢 Microsoft 6 🏢 Duolingo 6 🏢 Foodpanda 5 🏢 Yelp 5 🏢 BlaBlaCar 5 🏢 Haleon 5 🏢 GitHub 5 🏢 Whatnot 5 🏢 OLX 5 🏢 Ramp 5 🏢 Slack 5 🏢 Target 5 🏢 Booking 5 🏢 Github 5 🏢 Coupang 5 🏢 Scribd 4 🏢 Digits 4 🏢 Harvey 4 🏢 Roblox 4 🏢 Twitter 4 🏢 Cars24 4 🏢 Dailymotion 4 🏢 Asos 4 🏢 GoDaddy 4 🏢 Autotrader 3 🏢 Adyen 3 🏢 OpenAI 3 🏢 Snap 3 🏢 Zalando 3 🏢 Bumble 3 🏢 Binance 3 🏢 Agoda 3 🏢 Capital One 3 🏢 Flipkart 3 🏢 Stripe 3 🏢 Thomson Reuters 3 🏢 Plaid 3 🏢 Airtable 3 🏢 Feedzai 3 🏢 Glassdoor 3 🏢 Leboncoin 3 🏢 Doctolib 3 🏢 Criteo 3 🏢 Gousto 3 🏢 GetYourGuide 3 🏢 Nextdoor 3 🏢 Hubspot 2 🏢 Grubhub 2 🏢 Oda 2 🏢 Playtika 2 🏢 Guardian 2 🏢 Intercom 2 🏢 Tubi 2 🏢 Mozilla 2 🏢 Gitlab 2 🏢 iFood 2 🏢 Discord 2 🏢 Intuit 2 🏢 Algolia 2 🏢 Lifen 2 🏢 Careem 2 🏢 Honeycomb 2 🏢 Monzo 2 🏢 DoorDash 2 🏢 Anthropic 2 🏢 Upwork 2 🏢 Vimeo 2 🏢 Vinted 2 🏢 Klaviyo 2 🏢 Gradient Labs 2 🏢 Prosus 2 🏢 Wix 2 🏢 Bell 1 🏢 JPMorganChase 1 🏢 Didact AI 1 🏢 eSpark 1 🏢 Microsoft / GitHub 1 🏢 FuzzyLabs 1 🏢 Anyscale 1 🏢 Quora 1 🏢 OpenPipe 1 🏢 Revolut 1 🏢 Cloudflare 1 🏢 ManoMano 1 🏢 IBM 1 🏢 Babbel 1 🏢 Harvard 1 🏢 Volvo 1 🏢 Orbital 1 🏢 TomTom 1 🏢 Artefact 1 🏢 Goldman Sachs 1 🏢 Zynga 1 🏢 Segment 1 🏢 DeepL 1 🏢 Manus 1 🏢 Datto 1 🏢 Trunk 1 🏢 MongoDB 1 🏢 Amplitude 1 🏢 Zoominfo 1 🏢 Cherrypick 1 🏢 Siemens Healthineers 1 🏢 NVIDIA 1 🏢 Cubic 1 🏢 Casco 1 🏢 Incident.io 1 🏢 Square 1 🏢 Vectorize 1 🏢 Zectonal 1 🏢 Perk 1 🏢 Rovio 1 🏢 Lemonade 1 🏢 PromptLayer 1 🏢 Reforge 1 🏢 Malt 1 🏢 Google Deepmind 1 🏢 Kingfisher Technology 1 🏢 Cognition AI 1 🏢 Navismart AI 1 🏢 Royal Bank of Canada 1 🏢 Zapier 1 🏢 Tellius 1 🏢 Linear 1 🏢 Tokyo Electron 1 🏢 Propel 1 🏢 Toqan 1 🏢 Nordstrom 1 🏢 Tiktok 1 🏢 Stack Overflow 1 🏢 Wise 1 🏢 Firefox 1 🏢 Figma 1 🏢 Cookidoo 1 🏢 Cursor 1 🏢 Netguru 1 🏢 Outropy 1 🏢 Coches.net 1 🏢 Snorkel 1 🏢 Loblaw Digital 1 🏢 Replit 1 🏢 ZipRecruiter 1 🏢 Moveworks 1 🏢 Bayezian Limited 1 🏢 SumUp 1 🏢 Brex 1 🏢 Thoughtworks 1 🏢 Ocado 1 🏢 Peloton 1