PROJECTS
Quant Portfolio
Oct 2022 - Present
Various assortments of quantitative trading ideas for QFS
Stack: Python, Jupyter
Convolutional Quantum Monte Carlos
Apr 2024
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
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
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
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
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
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
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
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
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
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