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Machine Learning developer with api & app development experience
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I'm a Software Developer working at Zomato. I work in the machine learning team and on a daily basis, I touch base with Machine Learning, Data Analysis, Gaussian Curves, Android apps, backend RESTful APIs and everything and anything. I love playing with data, it's so fascinating. I also contribute to various open source projects. My github profile is github.com/shubhamchaudhary In recent past I have also published a research paper in ML with IIT Bombay whose main focus was to create an intelligent road transportation system that can handle situations of Indian roads.
New Delhi (+05:30)
Image Classification Model and Pipeline
Built and deployed an image classification model to classify food images, ambiance shots, menus, humans. Built apis to allow multiple products to utilize the model. Built robust data pipeline to classify incoming fresh uploads.
Zomato for Business App redesign
* Handled entire Zomato For Business Android (working end to end - api to apps) * Published 20+ releases of Business app (including complete makeover in terms of design) * Spearheaded optimisations for the core modules used in all Android apps (HTTP, serialisation, caching techniques etc) * Optimized Network layer resulting in 30% overall speed improvement * Reduced cold start time in Android apps by 300% * Reduced size of Business app by ~40% * Increased product robustness by putting additional focus on unit tests (junit/robolectric)
POSTS BY SHUBHAM