About

I am currently a Computer Science graduate student at the University of South Dakota.

University of South Dakota
MS in Computer Science

South Dakota, SD
May 2023

Visvesvaraya Technological University (VTU)
Bachelor in Computer Science and Engineering

Bangalore, India
Graduated July 2019

University of South Dakota

August 2022 - present

Graduate Assistant/Data Analyst

Machine Learning: Creating a predictive model using machine learning algorithms to identify at-risk children and prevent incidents of abuse.
Scripting: Developing automated scripts using Python that merges data from different sources and reducing manual time of 1 hour to 10 minutes.
Analysis: Analyzing data to develop sustainable solution to reduce child sexual abuse and maltreatment in South Dakota.
Reporting: Implementing interactive dashboards and reports using Tableau to analyze child abuse rates.

Ensemble Matrix

Nov 2020 - Dec 2021

Machine Learning Engineer

Reduced manual time by 50% by building an in-house annotation tool for data labeling using Python and Reactjs.
Achieved 83% accuracy on test data using Convolutional LSTM network using Pytorch on optical character recognition (OCR) task.
Improved dataset quality by 30% through in-house annotation tooling.
Applied siamese network to classify real and fake signatures, increasing accuracy by 5%.
Managed a team of 4-5 freelance annotators and interns.
Implemented backend APIs using FastAPI to make the model ready for production environment.

Bitpoint Pvt. Ltd.

August 2019 - Nov 2020

Machine Learning Engineer

Developed a predictive pipeline using Python to track student progress.
Visualized student learning progress through Tableau dashboards.
Engineered question recommendation system using collaborative approach with an 80% accuracy rate, providing personalized question suggestions based on user activity.

Python Data Analysis and Web development using Django

2021