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Engineering · Data Science
Evolution of Catwalk: Model serving platform at Grab
Read about the evolution of Catwalk, Grab's model serving platform, from its inception to its current state. Discover how it has evolved to meet the needs of Grab's growing machine learning model serving requirements. -
Engineering
Enabling conversational data discovery with LLMs at Grab
Discover how Grab is revolutionising data discovery with the power of AI and LLMs. Dive into our journey as we overcome challenges, build groundbreaking tools like HubbleIQ, and transform the way our employees find and access data. Get ready to be inspired by our innovative approach and learn how you can harness the potential of AI to unlock the full value of your organisation's data. -
Engineering
Bringing Grab’s Live Activity to Android: Enhancing user experience through custom notifications
Unleashing Live Activity feature for iOS. Live Activity is a feature that enhances user experience by displaying a user interface (UI) outside of the app, delivering real-time updates and interactive content. Discover how its was solutionised at Grab. -
Engineering · Design
Unveiling the process: The creation of our powerful campaign builder
Dive into Trident, our real-time event-driven marketing tool at Grab. Explore the build of the core units powering our If This, Then That (IFTTT) logic. Learn how we deal with complex campaigns and discover the secret behind how we support various processing mechanisms -
Engineering · Design
Chimera Sandbox: A scalable experimentation and development platform for Notebook services
Unleashing the potential of machine learning (ML) with Grab's Chimera Sandbox. This scalable platform facilitates rapid development and experimentation of ML solutions, offering deep integration with Large Language Models and a variety of compute instances. Discover how it's driving AI innovation at Grab. -
Engineering · Design
How we improved translation experience with cost efficiency
Dive into our journey of improving in-app translation experience amidst a post-COVID tourism boom. Discover how we overcame language detection hurdles, crafted an in-house translation model, and implemented stringent quality checks, all while maintaining cost efficiency. -
Engineering · Data Science
LLM-powered data classification for data entities at scale
With the advent of the Large Language Model (LLM), new possibilities dawned for metadata generation and sensitive data identification at Grab. This prompted the inception of our project aimed to integrate LLM classification into our existing data management service. Read to find out how we transformed what used to be a tedious and painstaking process to a highly efficient system and how it has empowered the teams across the organisation.
Engineering
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Analytics
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Data Science
Leveraging RAG-powered LLMs for Analytical Tasks
The emergence of Retrieval-Augmented Generation (RAG) has significantly revolutionised Large Language Models (LLMs), propelling them to unprecedented heights. This development prompts us to consider its integration into the field of Analytics. Explore how Grab harnesses this technology to optimise our analytics processes.