Visionary, Explorer, Doer

Motivated by impact, I seek to build products and projects that make a measurable difference. It’s not about me, it’s about the future.

Students Gain Skills, Experience, and Camaraderie During Spring 2022 Analytics Accelerator

Quoted in an article by the Wharton School on a project I worked on with Fox Entertainment when I took part in their ninth Analytics Accelerator. I led a team of data scientists as engagement lead to deliver 3 products: high-level analytics dashboard, conducting customer analytics analysis, strategic playbook for business development. I continued to work with them on this over the summer.

Solving Gender Inequality in Leadership

Since 1981, over 50% of all Bachelor’s degrees conferred in the US have been to women. In fact, in 2021, they are expected to make up 58% of the graduating class. In 1987, when my mother began her...

Study into the Optimal Variational Ansatz for Frustrated J1-J2 Heisenberg Models

Despite the exceptional developments in the utility of machine learning in studying many-body systems, their empirical successes are not well understood. We present a study into popular machine learning approaches and their respective variational ansatz, namely Jastrow wavefunctions and Restricted Boltzmann Machines. Then, by simulating Frustrated J1-J2 Heisenberg models we draw correlations between their capabilities with quantitative performance in accuracy and computational efficiency. Based on our results, we make strategic recommendations for future lines of research in using machine learning to study quantum many-body systems.

The Important Role of Student Societies in Universities

Only half of all UK graduates go on to a career related to their major. Uncovered in a survey conducted by Professor AC Grayling’s New College of the Humanities, this startling statistic highlights one of the fundamental issues in modern higher education....

Machine Learning and Quantum Physics I

An exploration of the most recent innovations in the application of machine learning towards simulating many-body quantum states. Covering the general implementations of Variational Monte Carlo methods through Jastrow wavefunctions, Restricted Boltzmann Machines, and Feed-forward Neural Networks.

Accuracy Business Cup UK Finalist

Represented King’s College London in the Accuracy Business Cup UK 2021, an international consultancy competition. Defeated several dozen teams to reach the national finals against Oxford, Cambridge, and St Andrews. Composed an M&A pitchbook and presented a corporate strategy presentation to the CFO of Pernod Ricard.