Shivay Lamba
Shivay Lamba
Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development. He is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and has also been a MLH Fellow. He is actively involved in community work as well. He is a TensorflowJS SIG member, Mentor in OpenMined and CNCF Service Mesh Community, SODA Foundation and has given talks at various conferences like Github Satellite, Voice Global, Fossasia Tech Summit, TensorflowJS Show & Tell.
React Summit US 2023React Summit US 2023
10 min
Beyond JavaScript: Maximizing React With Web APIs
This lightning talk explores how you can enrich your React projects with Web APIs. From handling data to interacting with browser features, attendees will gain insights into leveraging the power of Web APIs for an enriched and efficient React development experience to highlight the out of the box capabilities offered by Browsers.
React Summit 2023React Summit 2023
11 min
Giving Superpowers to Your React Apps with Machine Learning
Have you ever questioned whether Javascript is a viable alternative to Python or R for creating machine learning models? After all, a 2019 survey by Stack Overflow found that Javascript is the language that developers use the most. Given that machine learning models like neural networks require a lot of computational power and that javascript was not intended for high-speed computing, this approach seems unreasonable. But hold on, this not entirely true, as javascript libraries like Onnx.js and Tensorflow.js are here to save the day! I'll be going into further detail on how to create intuitive and innovative machine learning applications with React in this talk.
React Day Berlin 2022React Day Berlin 2022
20 min
Using MediaPipe to Create Cross Platform Machine Learning Applications with React
This talk gives an introduction about MediaPipe which is an open source Machine Learning Solutions that allows running machine learning models on low powered devices and helps integrate the models with mobile applications. It gives these creative professionals a lot of dynamic tools and utilizes Machine learning in a really easy way to create powerful and intuitive applications without having much / no knowledge of machine learning beforehand. So we can see how MediaPipe can be integrated with React. Giving easy access to include machine learning use cases to build web applications with React.
TestJS Summit 2022TestJS Summit 2022
22 min
Machine Learning based Unit Tesing in JavaScript
The talk covers the current scenario of writing test cases in JavaScript and the problems associated with the time and resources spent by companies to write the test cases and the lack of automation in this area.Then the talk will cover how AI and machine learning is being leveraged by tools such as Github Copilot and Ponicode to autogenerate test cases thus simplifying the software testing process.
React Advanced Conference 2022React Advanced Conference 2022
12 min
Server-Side Rendering Using WebAssembly
This talk shares how to achieve Server-side rendering using WebAssembly and WASMEdge which is a WebAssembly Runtime. The talk also covers the benefits of using WebAssembly to achieve Server Side Rendering. The talk will also cover a demo on how to launch a React application using the WasmEdge runtime.
Node Congress 2022Node Congress 2022
8 min
High Performance Node.js Powered by Rust and WebAssembly
In the post Moore’s Law era, due to limitations of the hardware, we need to squeeze more performance from the existing hardware. That means that the native code provides the best performance. However, the prevalence of native code on the server-side presents challenges to application safety and manageability. The rise and advent of Rust and WebAssembly offers new ways for developers to write high performance yet safe Node.js applications.
In this talk, I will cover the basics of Rust and WebAssembly, as well showcase how to go about their integration with Node.js. You will learn how and when to design a hybrid web application. How can you code the high performance functions in Rust in a Web Assembly virtual machine and finally how to tie everything together in a Node.js JavaScript application.
TestJS Summit 2021TestJS Summit 2021
18 min
Predictive Testing in JavaScript with Machine Learning
This talk will cover how we can apply machine learning to software testing including in Javascript, to help reduce the number of tests that need to be run.We can use predictive machine learning model to make an informed decision to rule out tests that are extremely unlikely to uncover an issue. This opens up a new, more efficient way of selecting tests.
React Advanced Conference 2021React Advanced Conference 2021
21 min
Using MediaPipe to Create Cross Platform Machine Learning Applications with React
This talk gives an introduction about MediaPipe which is an open source Machine Learning Solutions that allows running machine learning models on low-powered devices and helps integrate the models with mobile applications. It gives these creative professionals a lot of dynamic tools and utilizes Machine learning in a really easy way to create powerful and intuitive applications without having much / no knowledge of machine learning beforehand. So we can see how MediaPipe can be integrated with React. Giving easy access to include machine learning use cases to build web applications with React.