Designing a full stack web application for the Reliability/Asset Care Team

• Working on ”Faceted Query by Example with LLMs” to find relevant scientific papers using a paper’s specific attribute as the query. This is conducted within the Information Extraction and Synthesis Laboratory• Developed Python scripts utilizing the Transformer Specter model to produce document embeddings through batch processing and vectorization, and ordered relevant documents based on Euclidean distance within a dataset comprising 800k candidates• Enhanced the evaluation setup by… Show more • Working on ”Faceted Query by Example with LLMs” to find relevant scientific papers using a paper’s specific attribute as the query. This is conducted within the Information Extraction and Synthesis Laboratory• Developed Python scripts utilizing the Transformer Specter model to produce document embeddings through batch processing and vectorization, and ordered relevant documents based on Euclidean distance within a dataset comprising 800k candidates• Enhanced the evaluation setup by leveraging standard TREC eval scripts to process formatted result files for each test fold and computed similarity scores using Bash on the Unity Cluster Show less

Fall 2023: CS 198c (Intro to C)Spring 2024: CS 373 (Computer Graphics)

• Helping students on campus (30K+) with IT issues mainly related to network connectivity and university services on their personal devices in person and remotely with contributions to 400+ tickets• Streamlined ticket assignment processes by categorizing issues and leveraging 30+ specialized IT teams for advanced troubleshooting• Created automated templates on Service Now by categorizing common tickets based on 5-10 fields, which has reduced ticket handling time by over 60%

• Worked on Early Success Prediction in Student Codes in Computer Science Education where code correctness is determined using the CSDEM dataset to reduce burden of test case creation and provide early feedback• Developed a regression neural network that extracts the [CLS] token from Code-BERT and feeds it into a linear layer, achieving Mean Squared Error (MSE) of 0.1204 for scores between 0-1 using the Adam optimizer

• Developed 6 REST endpoints for content management system of research webpage with Typescript and MongoDB• Revamped the Mass Pirg website by leveraging functional components with React Hooks to introduce dynamic animations, resulting in a 30% increase in user engagement

• Built a tool in Python to automatically process hundreds of data records each day from 1000+ Azure Devops REST API calls and integrate it into a MySQL database• Reduced runtime by 70% through the implementation of initial and incremental load algorithms for efficient data synchronization at specific time intervals• Improved speed to make API calls by 4x by integrating concurrent processing and event loops using asyncio• Established a CI/CD pipeline for automated building and… Show more • Built a tool in Python to automatically process hundreds of data records each day from 1000+ Azure Devops REST API calls and integrate it into a MySQL database• Reduced runtime by 70% through the implementation of initial and incremental load algorithms for efficient data synchronization at specific time intervals• Improved speed to make API calls by 4x by integrating concurrent processing and event loops using asyncio• Established a CI/CD pipeline for automated building and deployment with Azure Pipelines for 50+ team members Show less

• Led the design process by creating user flow with Figma and developed API with Node.js and Express• Built forms that take multi-type inputs and implemented Nodemailer to send automated responses, which reduced data addition time from manual forms by 80%

• Planned events for over 200+ freshman student in Computer Science to help them transition into college and equip them for using resources available• Led and co-ordinated with 15+ members from the committee and 100+ members from other clubs

Held 10 month web development bootcamp online and offline; Organized Hackathon which was sponsored by D2C, largest in India, 45,000+ views; Accepted into Hack Club; Building various computer science related projects

Taught SAT math during the summer break onlineContent curation using several resourcesConducted online lectures and doubt solving sessions