Posts by Collection

Quantum Proof of Work

Winner of Qiskit Fall Fest 2022. We propose quantum scheme that reduces the compute time to solve the proof of work algorithm.

People2Vec

3rd place overall of LA Hack 2023. We use users’ YouTube watch history and match them with those with similar interests via embeddings from both NLP and CV methods.

Wikisafe

HackMIT 2022. 2nd Place in Blockchain for Society sponsored by Jump Crypto. A revolutionary web application that leverages machine learning and blockchain technology to improve the crowdsourcing experience!

Twitter Network Analysis of Lockdowns in Light of Covid-19

Written: July 01, 2020

This paper explores public sentiment following COVID-19 lockdowns.

Finding an Analytical Solution for the Generalized Fermat Point

Written: November 20, 2020

This paper is an Extended Essay in Mathematics written for the International Baccalaureate program.

KaoGPT: Studying the Performance of Text Generating Models

Written: March 22, 2023

This paper was written for the final project of ECE C147 Winter 2023.

Abstract: We developed text-generation models, including the RNN, decoder stack, encoder-decoder, and fine-tuned GPT- 2, to emulate Professor Kao’s lectures. Through experi- mentation, we found that finetuning GPT-2 led to a model that outperformed all others. However, given the limited dataset, the trained-from-scratch decoder stack per- formed surprisingly well. Our results offer insights into the strengths and limitations of various text generation models, aiding researchers in selecting the most suitable model for their needs.

Talk about Variational Quantum Algorithms

Written: May 18, 2023

I give a brief overview of Variational Quantum Algorithms for the reading group at the Quantum Ethics Project.

Talk about QGANs

Written: June 03, 2023

I give a brief overview of the Quantum Generative Networks, its near-term viability, and potential societal and ethical implications for the SQUID research conference.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.