Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking. We are driven by the excitement of building technologies, inventing products, and providing services that change lives. We embrace new ways of doing things, make decisions quickly, and are not afraid to fail. We have the scope and capabilities of a large company, and the spirit and heart of a small one.

Together, Amazonians research and develop new technologies from Amazon Web Services to Alexa on behalf of our customers: shoppers, sellers, content creators, and developers around the world.

Our mission is to be Earth's most customer-centric company. Our actions, goals, projects, programs, and inventions begin and end with the customer top of mind.

You'll also hear us say that at Amazon, it's always "Day 1." What do we mean? That our approach remains the same as it was on Amazon's very first day - to make smart, fast decisions, stay nimble, invent, and focus on delighting our customers.

Columbia University in the City of New York

B. M. S. College of Engineering

•	Fraud detection: Reduced the error of the existing credit analysis model by ~15% by implementing changes in data preprocessing, trying alternative models/a combination of models, and optimizing the model. (Classification)
•	Evaluated and improved certain required metrics in the classification report, AUC, etc. significantly.
•	Time Series forecasting: Developed a financial forecasting model to predict the banking transactions of a borrower for the next 12 months and judge his/her credit worthiness. (Seasonal ARIMA)

Data Science Intern

Cameralink Firmware programming team (C++):
•	Addressed critical bugs and enhancements in the WiFi, LED, State-Machine and Streaming modules using C++ and shell scripts.
•	Developed and maintained a factory end application for Cameralink automated testing. 
•	Wrote Python scripts to address the inconsistent configuration of Wi-Fi on the AirTV box by using Bluetooth Low Energy (BLE) to configure Wi-Fi.
AirTV Client Application (C++/Javascript):
•	Reduced the AirTV client failure rate by 40% by adding data points and deriving analytical insights into the product design. Queried a Redshift database and implemented dashboarding solutions. (SQL, Javascript)
•	Significantly improved the stability of the communication protocol layer between the AirTV client and the AirTV box by programming new APIs and making changes to the existing legacy code. 
•	Aided third party integration by designing and building an HTTP server to parse request JSONs and simulate responses of an OTA box for recorded content.
•	Extended the OTA streaming support from the AirTV box across platforms by integrating the native library with React Native.

Software Engineer

Worked on the firmware of a home automation product – Client to Server data transfer, and understood the Sling environment. (C++)