PhD Doctoral Scholar in Computer Science at Imperial College London
Address:
Huxley BuildingDepartment of ComputingSouth Kensington CampusImperial College LondonSW7 2AZUnited KingdomEmail:
ep1011 at ic dot ac dot uk
Current Research
I have a broad range of research interests, but I focus mostly on the following topics and their possible intersection:
Group Equivariant Neural Networks
Group Representation Theory and Invariant Theory
Algebraic Combinatorics
Quantum Computing
I like to show how combinatorial objects and combinatorial structures, which typically appear in the pure mathematics realm, can be used to provide a theoretical background for topics of a practical nature; most notably, for group equivariant neural networks.
Live Presentation at ICML 2023 in Hawaii, United States
Academic Background
I completed my PhD in Computer Science at Imperial College London under the supervision of Professor William J. Knottenbelt in December 2024. My examiners were Professor Alessio Lomuscio (Imperial College London) and Professor Haggai Maron (Technion/NVIDIA Research).
I was awarded a Doctoral Scholarship funded by the Department of Computing Applied Research scheme in 2020. Recently I was awarded one of the G-Research Imperial College London PhD Prizes.
I was awarded a Distinction in an MSc degree in Computing Science at Imperial College London in 2020.
I finished top of my year in an MSci degree in Mathematics at Imperial College London in 2015.
Live Presentation at Mines Paris - PSL, France, 2024
Industry Background
In 2023, I undertook a summer internship at Riverlane, Cambridge, as a Quantum Scientist in their Fault-Tolerance division. I worked on solving design and decoding problems in quantum error correction.
Prior to this, my most recent experience in industry was with BlueCrest Capital Management, a Global Macro Hedge Fund, where I was a Risk Analyst. I was also a Trading Assistant for a Jersey-based, Systematic, G10 Rates Portfolio at BlueCrest.
I have passed CFA Levels I, II, and III at the first attempt and in the shortest time possible (18 months).
Live Presentation at ECAI 2024 in Santiago de Compostela, Spain
Other Activities
I am a member of the British Computer Society and a member of its Specialist Group on Artificial Intelligence, a EurAI member society.
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