Student

Garima Dave

Optum UnitedHealth Group - Global Solutions India Pvt. Ltd 06/2021 - 12/2021

Software Developer Intern

• Worked on an in-house automation to extract unstructured entities from documents and enhanced the in-house OCR engine.

• Implemented a novel algorithm that adds context to specific entity, for instance identification of a date as a service date, name as a patient name etc.

• Developed an UI and integrated it with restful APIs to ease the efforts of agents working on claim forms and receipts.

• Enhanced the performance for complex entities such as address, names etc using BERT & Hugging Face open source models, this research project impacted the business usecases.

• Models used : Spacy, NLTK, BERT (dslim and flair), Hugging Face School of Computing Science and Engineering, VIT Chennai 07/2020 - 01/2021 Teaching Assistant

• Theory+Lab Teaching Assistant for course “Problem Solving and Programming” and “Java Programming”

• Assisted faculty in preparing notes, helped students in clearing their doubts and other course related questions, constructed assignment questions, conducted discussion sessions every week (revision, questions) University of Southern California, Los Angeles, CA 08/2022 - Present Master of Science in Computer Science

Vellore Institute of Technology, Chennai, India 07/2018 - 06/2022 Bachelor of Technology in Computer Science and Engineering GPA : 9.26/10.00 Programming Languages : C, C++, Java, Python, SQL, MATLAB, R, Scilab Web Technologies : HTML, CSS, JavaScript, PHP

Others : Android Studio, Tableau, Django, Firebase Certifications : Microsoft certified Azure AI Fundamentals, Open Source Software Development Methods, Machine Learning with Big Data, Introduction to Graph Theory, Data Visualization Diagnosis of Autism using Machine Learning and Deep Learning Techniques 01/2022 - 05/2022 Research project where functional MRI, structural MRI and features are aggregated to form input data. After data processing, features are extracted to predict whether a person is autistic/not using various ML/DL models and algorithms. Performed various comparisons of models and improved precision to 94% from 82%. Skin Disease Prediction Website 04/2020 - 05/2020

Created an algorithm using deep learning and computer vision that predicts 7 types of skin diseases. The accuracy obtained by using CNN model is 92% after extensive pre-processing of input images and modifying layers. Prediction of severity of accidents & Data Visualization - Analysis of accidents in India 01/2020 - 08/2020 ML based project which finds application in Google Maps for predicting the severity of accidents based on certain conditions and therefore finding alternative route. Data Visualization and Analysis is performed and interpretation of accident analysis in different states is generated along with features like humidity, street frequency etc. Scilab Toolbox Hackathon Runner-up by FOSSEE, IIT Bombay Runners-up of Scilab Toolbox Development Hackathon. Developed a toolbox which interfaces with R studio to make statistical functions available in Scilab.

National Entrepreneurship Club (NEN), VIT Chennai

Hosted and organzied many events along with marketing of the workshops, speaker sessions etc. Invited entrepreneurs and assembled students to help benefit from their life lessons. aduwvi@r.postjobfree.com 213-***-**** garima-dave Los Angeles, CA 90007 Work Experience

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