Lead Software Engineer
Working as the Team Lead for ML Team - handling machine learning in reviews, ratings and other...
Software Development Engineer
* Handled entire Zomato For Business Android (working end to end - api to apps) * Published 20+...
Project Goals: 1. Build an android application which controls the functioning of Germ-Zapping...
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.
Built review highlights using Natural Language Processing in Reviews. Deployed entire Python stack in production. Automated the entire production process using Ansible and AWS spot instance creation using boto.
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)
Machine learning5 years experience
Have been lead developer of Zomato Machine Learning team for 2 years.
Python5 years experience
Have been using python since past 5-6 years. Open sources 10+ packages on pypi.
Android3 years experience
Worked as an android developer for more than 3 years, worked 5+ apps, pushed 40+ releases in playstore. Have experience with espresso and mockito for testing
LANGUAGE AND TIMEZONE
Rewriting the Network Layer in Zomato Android Apps - Develop Freedom
Motivation, analysis and the approach towards the android network layer reimplementation at Zomato
Attaching Volume to an instance
Setup spark cluster in docker with 4 commands using docker.