Rohan Bapat

Graduate student at UMass Amherst pursuing a Masters in Computer Science

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Experience

Software Engineering Intern

Amazon
  • Designed and implemented an email notification system to track the upload of profit data from financial teams, send monthly reminders to upload new data, and aggregate upload information in a new web dashboard to display metrics about delayed uploads.
  • Email system and web dashboard was built to reduce the number of delayed uploads, keep product profitability data up to date, and boost accuracy of profit predictions in downstream teams.
June 2022 - August 2022
Amazon
  • Developed an extensible framework to convert several different types of API specifications into a universal and simplified format, which was imported and used by several teams to automate their workflows.
  • Integrated framework with existing development kit to provide build-time static validation of generated code.
  • Drove project to completion, designing it to promote easy-adoption by other teams and refactoring it to integrate with the teams larger code-base.
June 2021 - August 2021

Systems Engineering Intern

BAE Systems
  • Created a proof of concept for a real-time object detection pipeline using machine learning algorithms on concurrent camera streams.
  • Frames were streamed from IP Cameras to a python back-end where a pretrained convolutional neural network was run.
  • Detection pipeline was used to detect and draw a bounding box over common objects in a video stream to demonstrate the capabilities of a processing unit.
July 2019 - August 2019

Research - Predicting the onset of Dementia

Montefiore Medical Center, Albert Einstein College
Advised by Dr. Tim Duong
  • Built a convolutional neural network with PyTorch to predict the onset of Dementia three years in the future with 85% accuracy, using only patient MRI scans and cognitive test scores.
  • Current model outperforms other models from recent literature that use the ADNI dataset for this task.
  • Currently working with Dr. Tim Duong on a publication for this research.
April 2020 - Present

Education

University of Massachusetts Amherst

Master of Science, Computer Science
Expected Graduation May 2023
September 2022 - May 2023

University of Massachusetts Amherst

Bachelor of Science, Computer Science
GPA: 3.92
Commonwealth Honors College
September 2019 - May 2022

Sachem East High School

High School Diploma

GPA: 3.8

September 2015 - June 2019

Skills

Programming Languages
  • C++
  • C
  • Java
  • Python
  • Javascript/Typescript
  • x86-64 Assembly
Programs and Tools
  • IDA Pro
  • Git
  • MS Office
  • Docker
  • WinDbg
Libraries and Frameworks
  • TensorFlow
  • PyTorch
  • OpenCV
  • NumPy
  • React

Projects

CampusAtlas

An interactive indoor mapping solution to help students navigate their university

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Cyber Attack Simulation

Cyber Effects Capstone Project - Linux rootkit and RAT installed through an old chrome vulnerability

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Locomotion

Honors Thesis project in using Deep Reinforcement Learning to train quadruped agents to walk in simulation.

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Robot Vision Processing

Vision processing pipeline used on my high school robotics team's robot during competition.

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FeedForward

News App that scrapes RSS feeds and displays them using information extracted from sentiment analysis. Developed during TeenHacks LI.

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Multithreaded Messenger

Scalable multithreaded messenger application developed for my AP Computer Science Final Project

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