May 2019 – Jul 2019 · 2 mos · Bengaluru, Karnataka, India

• Worked on an industry application to aid in smart resource utilization in a home ecosystem. The work involved simulating a home ecosystem with devices with varying computational abilities, and studying the pattern of usage of those devices which was to be predicted. We applied several statistical such as ARIMA and neural network models including RNNs & LSTMS to predict the power consumption of the device in the near future.

May 2018 – Jul 2018 · 2 mos · Mumbai Area, India

• During the span of 2 months, learnt the fundamentals of Progressive Web Apps (PWA) & Angular 6. PWAs provide an alternative method to deliver device-agnostic mobile applications, by making use of Service Workers which implement cache policy and also allow the app to be installed and used by leveraging the browser. A community Social Network app was developed using Angular 6, which provided features to create events and view family trees beyond the basic features of creating & editing profiles & posts.