Prithive Raj MuraliKrishnan

I am a software engineer with 8+ years of industry experience and currently pursuing a Master's degree in Artificial Intelligence and Data Science at the University of Hull. My work sits at the intersection of frontend engineering, AI, computer vision, and high-performance browser applications. Over the past several months, I have been designing and building a browser-native AI video processing runtime that explores how modern web technologies including React, Web Workers, WebCodecs, OffscreenCanvas, and browser-compatible AI models can be combined to process long-form videos entirely on the client.

Senior Software Engineer, UKmprithive prithiveraj-muralikrishnan-a0877a14a

Building a Browser-Native AI Video Runtime With React

React Advanced 2026

Upcoming

Building a Browser-Native AI Video Runtime With React

Browser-native AI video runtimes utilize technologies such as React, Web Workers, Web Codecs, Offscreen Canvas, and browser-compatible models to perform fully client-side video processing, thereby eliminating the need for large video files to be uploaded to the cloud before they can be processed.This talk will cover the technological challenges of dealing with thousands of video frames efficiently while conducting AI workloads on a large number of workers concurrently; how to handle browser memory constraints with respect to video frame processing, and how to create scalable video processing pipelines without relying on any back-end infrastructure.

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