Portfolio

2025

ObjectScript Coder

Finetuned open source language models to be better at generating ObjectScript code. To this aim, I coded a data cleaning pipeline in Python to standardize style on .cls code files, finetuned the language models using SFT, quantization, and QLoRA, and evaluated the models with HumanEval and MBPP (ObjectScriptified).

What is ObjectScript?

2025

VectraFlow: Integrating Vectors into Stream Processing

Collaborated with the Database Group to design and implement a cutting edge stream-oriented data flow processing system for vectors. The system contains stream filtering, top-k, join operations, and alternative data representations through quantization.

Research Paper

2025

Let Us Cook: Recipe Explorer

Recipes are a fantastic way to learn how to cook, but finding relevant recipes to your preferences of taste or what ingredients you have can be very difficult. Our group proposes a distributed system solution hosted on AWS EC2 nodes that builds on top of our custom JavaScript Map-Reduce implementation to crawl and index recipe websites.

GitHub Repository

2024

VectraFlow: Binary Quantization

Researched quantization methods to optimize a stream processing system built to support scalable and low-latency monitoring over vector streams, targeting a large suite of applications such as continuous prompts, copyright infringement detection, and anomaly detection.

Symposium Poster

2024

TCP/IP

Designed and programmed a virtual IP layer and RFC-compliant TCP implementation in Go.

Assignment Specification

2024

Auto Edstem

Developed a chatbot that uses Retrieval Augmented Generation (RAG) to automate and augment teaching assistant answers to student questions on Edstem.

Project Writeup

2024

Weenix Operating System

Coded the Weenix operating system’s UNIX kernel with processes, threads, synchronization primitives, device drivers, virtual file system, System 5 File System (S5FS), and virtual memory in C.

Weenix Introduction

2023

OMatch!

Worked together with a team of four programmers to develop a platform dedicated to creating fun and competitive 5 v 5 basketball games at the OMAC.

GitHub Repo

2023

This website!

Created using HTML/CSS and the Bootstrap library!

Home

2023

Campfire Questions : Hack@Brown 2023

Developed a website for students to ask questions anonymously to professors during lecture. The questions are sent to a Google spreadsheet, which are then time-stamped and automatically categorized and sorted.