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Mansi P Shah

Software Development Engineer at Amazon Web Services (AWS)

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About

Mansi P Shah is a dedicated Software Development Engineer at Amazon Web Services (AWS) with a passion for learning, hard work, and analytical thinking. She is an optimistic team player who aspires to contribute to society through her work. Currently a Research Intern at ISRO, Mansi has been working on a Hybrid Recommender System for Satellite Data Products using Python, Statistics, and Machine Learning concepts. Her work involves disseminating around 200 types of data products to researchers and academicians through online data ordering systems. She has found similarities between products by combining similarity between features of products, example Satellite, Payload, Parameter, Domain, Level of Processing, etc. for Content-Based Filtering. She has also found similarities between products by comparing the ordering pattern of users for Collaborative filtering. Her work includes predicting the rating given by the user to a product considering ratings given by the user to similar products. She has hybridized methods to get optimum results using weighted average, switching, cascading, feature augmentation. Her work has resulted in a Mean Absolute Error of 0.5 for ratings in the range of 0-5, with other evaluation metrics like Diversity, Coverage, Recall, and Precision. She has also read research papers to learn about and implement new methods. Mansi has previously worked as a Mentor at Robotics and Coding Academy, University of Southern California, where she taught 4th and 5th grade students to code in C language and build robots through interactive sessions and hands-on experience. She has also worked as an SDE Intern at Amazon, where she created a platform to run simulations of changes to algorithms in the warehouse to evaluate how these changes will affect performance. She filtered current inventory picture data, having around 275 million items by warehouse, and copied it to another DynamoDB by making Data Pipeline, EMR, Hive Copy Activity, VPC, etc., using Java SDK. She saved inventory movement messages from the current to the end date in DynamoDB, after polling SQS message queue that has subscribed to SNS topic generating messages, deserializing message and filtering messages by warehouse. To run the simulation, messages can be replayed for each algorithm. She calculated metrics zero in prime and the number of movements from reserve to prime. She coordinated with the manager, mentor, and buddy for understanding requirements, designing the system, and selecting approaches for implementation. She interacted with the team for code review and presented the project to 30 people of the team. M

Education

university of southern california

dharmsinh desai university

anandalaya education society anand

vrajbhoomi international school anand

bhartiya vidya bhavan nadiad

Companies

amazon

university of southern california

robotics and coding academy university of southern california

isro

Experience

3.1 Years

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Experience

Software Development Engineer, ElastiCache

amazon | Seattle, Washington, United States

2021 - Present

Software Development Engineer, Amazon Deployment Engine

amazon | Seattle, Washington, United States

2021 - 2021

Teaching Assistant

university of southern california | Los Angeles Metropolitan Area

2021 - 2021

SDE Intern

amazon | Seattle, Washington, United States

2020 - 2020

Mentor

robotics and coding academy university of southern california | Greater Los Angeles Area

2019 - 2020

Research Intern

isro | Ahmedabad Area, India

2018 - 2019

Skills

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Algorithms

Amazon Dynamodb

Amazon Elastic MapReduce (EMR)

Amazon S3

Amazon Simple Notification Service (SNS)

Amazon SQS

Amazon VPC

Amazon Web Services (AWS)

Android

AngularJS

Apache Spark

Application Programming Interfaces

ASP.NET

AWS Command Line Interface (CLI)

AWS Elastic Beanstalk

C

C#

Data Mining

Data Pipelines

Data Structures

Databases

Entity Framework

Firebase

Front-end Development

Full-Stack Development

GIT

Git

Hive

HTML

Integration

Java

javascript

JavaServer Pages (JSP)

JSON

Language Integrated Query (LINQ)

Linux

MapReduce

Matlab

Multithreading

MySQL

Node.js

Object-Oriented Programming (OOP)

Operating Systems

Oracle Database

PHP

Python

Python (Programming Language)

React.js

Scala

Software Development

Software Engineer

Software Project Management

Spring Framework

SQL

systems engineering

test

testing

Web

Web Services

Contact Details

Email (Verified)

manXXXXXXXXXXXdu

Mobile Number

+91XXXXXXXXXX

Education

university of southern california

Master of Science - MS

2019 - 2021

dharmsinh desai university

Bachelor's degree

2015 - 2019

anandalaya education society anand

Higher Secondary

2013 - 2015

vrajbhoomi international school anand

Primary and Secondary Education

2005 - 2013

bhartiya vidya bhavan nadiad

2001 - 2005

Frequently asked questions

What company does Mansi P Shah work for?

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Mansi P Shah works for amazon

What is Mansi P Shah role in his workplace?

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Mansi P Shah's role in his workplace is Software Development Engineer, ElastiCache

What is Mansi P Shah's tenure in his workplace?

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Mansi P Shah's tenure in his workplace is 3.00 years

What is Mansi P Shah's total experience?

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Mansi P Shah's total experience is 3.08 years

What is Mansi P Shah's LinkedIn profile?

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Mansi P Shah's LinkedIn profile can be found here

What is Mansi P Shah's email address?

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Mansi P Shah's email address is manXXXXXXXXXXXdu. Unlock here

What is Mansi P Shah's phone/WhatsApp number?

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Mansi P Shah's phone number is +91XXXXXXXXXX. Unlock here

What schools did Mansi P Shah attend?

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Mansi P Shah has attended university of southern california, dharmsinh desai university, anandalaya education society anand, vrajbhoomi international school anand, bhartiya vidya bhavan nadiad

What companies has Mansi P Shah worked with?

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Mansi P Shah has worked with amazon, amazon, university of southern california, amazon, robotics and coding academy university of southern california, isro

What are some of Mansi P Shah's skills?

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Mansi P Shah has skills in Algorithms, Amazon Dynamodb, Amazon Elastic MapReduce (EMR), Amazon S3, Amazon Simple Notification Service (SNS), Amazon SQS and more.

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