PROJECTS

Quant Portfolio

Oct 2022 - Present

quant
data science
big data

Various assortments of quantitative trading ideas for QFS

Stack: Python, Jupyter

Convolutional Quantum Monte Carlos

Apr 2024

hackathon
quantum computing
circuitry

A submission for the Yale Quantum Hackathon for The Hartford/Capgemini/Quantinuum challenge. We were given a basic quantum monte carlo circuit, through qiskit-finance. We developed two novel solutions, the first being pruning/quantum knitting and the second being a novel solution we designed using convolutions, which scaled the qubits by quantum adders instead of a large PDF encoding circuit.

Stack: Qiskit, Python, Streamlit

ArxViz

Apr 2024

hackathon
gen ai
embeddings

We designed a scraping script to find random URLs on Arxiv, then through the Mixpeek API, download research papers as PDFs to the MongoDB Atlas Vector Database. We integrate Nomic-AI's embeddings, providing insights into their content and significance. Finally we use PCA and t-distributed Stochastic Neighbor Embedding (t-SNE) to create research clusters visualizations, helping users explore.

Stack: Python, Nomic, MixPeek

Droplyt

Mar 2024

hackathon
full-stack
math modeling

Won 1st – Sustainability @ Yale Hack '24 and ActualFood challenge. DropLyt utilizes computation geometry and constrained optimization to determine the most efficient sprinkler placement for irrigation systems on plots. DropLyt further integrates NOAA APIs to access real-time atmospheric data, controlling sprinklers according to the Penman-Monteith Equation so that water output matches evapotranspiration loss.

Stack: Flask, React, Tailwind, Next, Supabase, Mathematica

Rust Neural Network

Mar 2024

low-level
back-end
ML

Built entirely in rust. Build algorithms for forward propogation, backward propogation, and accuracy calculation using only ndarray for linear algebra.

Stack: Rust, NDArray

HackJack

Jul-Aug 2023

web development
back-end
ML

Trained an YoloV5 model on online blackjack footage to card counts and train a reinforcement learning model to assess card counting strategy. NOT IN USE. WILL NOT PUBLISH CODE ONLINE.

Stack: Python, Flask, YoloV5, PyTorch

QFS Order Book - Live Market Making Game

Apr 2023

web dev
full-stack
high-use
trading

App built with room functionality to create markets on extraneous assets with bid/ask, market buy, market sell functionality and live updates. Built for the NYU Quantitative Finance Society. Inspired by PokerNow.

Stack: React, TypeScript, Firebase, TailwindCSS

OrderBook System Design

Summer 2023

system design
quant
trading

Top algorithmic comlpexity built for market making trade idea for summer '23. Used heaps, doubly linked lists and hash maps to create LOBSTER reconstructions in both C++ and Python.

Stack: C++, Python

near.social Sentiment Analysis

Apr 2023

web dev
full-stack
web3
ML

Won 1st - Best NYU Project @ LionHack '23. A data viz built on-chain on the Near protocol. Using cron, systematically extracts data off-chain, processes using VADER and exports back on-chain using API built using Hono and hosted on Railway.

Stack: React, NEAR, Hono, Python, TypeScript

This Website!

August 2023

web dev

You've clearly been looking around, feel free to check out the source code to see what I used to build it!

Stack: React, TailwindCSS

NYU Blockchain and Fintech Website

May 2023

web dev
full-stack
web3

Built the website for the NYU Blockchain and Fintech club and will serve as the development coordinator for Fall 2023.

Stack: React, ethers.js, JavaScript