Photo Credit: Thomas Angus, Imperial College London

Hi there!

I am a PhD candidate working on the monitoring of neural networks. I am a member of the Safe Artificial Intelligence Lab (SAIL) led by Prof. Alessio Lomuscio at Imperial College London's Department of Computing. I am also part of the Centre for Doctoral Training in Safe and Trusted AI.

Before Imperial, I completed my BA in computer science at Harvard and then joined the financial services industry for four years working in roles in commodities and foreign exchange markets. I then completed my MSc in advanced computer science at Oxford University. In my master's dissertation, I explored bias measures and mitigation methods in financial machine learning.



PhD Candidate in Computing

Oct 2022 - Oct 2026 (expected)

Imperial College London

  • Research focus: OOD detection and monitoring of neural networks
  • Supervisor: Prof. Alessio Lomuscio, Safe Artificial Intelligence Lab
  • UKRI CDT in Safe and Trusted AI

MSc in Advanced Computer Science

Oct 2021 - Sep 2022

University of Oxford

  • Masters Dissertation: Exploration of Fairness Metrics in Financial Machine Learning
  • Supervisor: Prof. Marta Kwiatkowska
  • Google DeepMind Scholar

BA in Computer Science

Sep 2013 - May 2017

Harvard College, MIT

Professional Experience

Foreign Exchange Options Quantitative Developer, Associate

Sep 2019 - Jul 2021

NatWest Markets

  • Designed and developed technical aspects of pricing libraries and risk systems for FX Options.
  • Worked with users from both front and middle office to translate business strategy into clear technical and analytical solutions.
  • Built pricing, risk analysis, and monitoring tools for trading desks.

Commodities Sales Strats, Analyst

Jul 2017 - Aug 2019

Goldman Sachs

  • Worked directly with sales and trading to structure and price transactions for clients.
  • Wrote programs to assist with the evaluation of deals and assist salespeople in automating more mechanical tasks.

Summer Analyst, Strats

Jun 2016 - Aug 2016

Goldman Sachs

  • Interned with commodities and interest rates strats desks.

Teaching Assistant: Discrete Mathematics

Spring 2017

Harvard College, Department of Computer Science

  • Coached a team of students through daily problems and assisted in review sessions, exam grading, and problem set writing.


Diversity and Inclusion Committee Member

Jan 2023 - Present

UKRI CDT in Safe and Trusted AI

  • Member of the STAI CDT Diversity and Inclusion committee tasked with organizing events to promote diversity and inclusion in the CDT.

Outreach Officer

Sep 2023 - Present

Women and Non-binary Individuals in Computing, Imperial College London

  • Member of the WNBiC committee tasked with organizing outreach events such as school visits and hackathons for girls.

Social Events Co-Chair

Oct 2021 - Sep 2022

University of Oxford Women in Computer Science

  • Organized events to promote networking with students and faculty.