Rashmi Nagpal
Rashmi Nagpal
Rashmi is a Software Engineer at Cactus with a passion for building products in AI/ML. In her almost 4.5 years career in tech, she’s brought products to life at pre-seed startups, scaled teams and software at hypergrowth unicorns, and shipped redesigns and features used by millions at established giants. When she's not coding, capturing cosmos using her telescope, or playing board games with friends, you can find Rashmi playing with fluffy - her maltese breed pet dog!
React Day Berlin 2023React Day Berlin 2023
13 min
Build Intelligence at the Edge - Machine Learning with React Native
Have you ever wondered if we can really build machine learning models in React, rather than in the mainstream languages like Python or R? Afterall, React is the most used language by the developers, according to a 2019 survey by Stack Overflow. Well, this sounds like a crazy idea, because React is not designed for high performance computing and neural networks are compute-intensive! But, wait a minute - we have libraries such as Onnx.js, Tensorflow.js to our rescue! In this talk, I’ll be delving deeper into the process of building and deploying machine learning applications using React.