Nidhin Pattaniyil

Nidhin Pattaniyil is a Machine Learning Engineer at Walmart. He has extensive experience working on the full lifecycle of a machine learning project, creating NLP models and building experiences around them. He has been a mentor in Udacity’s NLP course and has an M.S. in Computer Science.

projects by Nidhin Pattaniyil

Deploying a Deep Learning Model on Web and Mobile Applications

3 weeks · 7-10 hours per week · INTERMEDIATE

Included with a Manning Online subscription

catalog / Data Science

In this liveProject, you’ll take on the role of a data engineer working for an app development company. Your boss has a great idea for a new app that can automatically identify what food is shown in an image—perfect for when you want to post your lunch on social media! They have asked you to build it for them.

Your challenge is to train an image classification system using TensorFlow and then deploy that system to production so that it can run in the web browser and as a mobile application. To do this, you’ll make use of the Python and TensorFlow ecosystems to create your model, then package it for deployment using Docker and Expo.