Experience

QED Analytics
• United States
• Technology, Information and Internet
• 1 - 100 Employee
• Research Engineer

  • Aug 2022 - Present


Oxford Robotics Institute

• United Kingdom
• Research Services
• 1 - 100 Employee

• Undergraduate Student Researcher

  • Aug 2020 - Sep 2020

  - Researched algorithmic techniques for autonomous novelty detection in the context of space - Used a broad range of machine learning techniques, including: Gaussian Processes, Persistent Homology, and advanced clustering algorithms - Developed visual analysis tools in Python using Flask - Researched algorithmic techniques for autonomous novelty detection in the context of space - Used a broad range of machine learning techniques, including: Gaussian Processes, Persistent Homology, and advanced clustering algorithms - Developed visual analysis tools in Python using Flask



Machine Learning and Robotics Group, University of Manchester

• Undergraduate Student Researcher

  • Jul 2020 - Aug 2020

  - Paper accepted at the 2020 Joint Conference on AI Music Creativity - Researched algorithmic techniques for music generation with long-term structure - Implemented complex, niche and novel neural network architectures, and evaluated them theoretically and empirically - Generalised existing architectures based on my own ideas - Worked primarily with Transformer networks, and combining attention-based and recurrent models - Paper accepted at the 2020 Joint Conference on AI Music Creativity - Researched algorithmic techniques for music generation with long-term structure - Implemented complex, niche and novel neural network architectures, and evaluated them theoretically and empirically - Generalised existing architectures based on my own ideas - Worked primarily with Transformer networks, and combining attention-based and recurrent models



JERA Global Markets

• Singapore
• Wholesale
• 1 - 100 Employee

• Data Science Intern

  • Jul 2019 - Sep 2019

  I spent six weeks at JERAGM on a summer internship. I researched trading algorithms by analysing academic papers and implementing their methods. Initially I was replicating trading strategies from current research, but later I developed novel trading algorithms, and helped refactor the repository. I spent six weeks at JERAGM on a summer internship. I researched trading algorithms by analysing academic papers and implementing their methods. Initially I was replicating trading strategies from current research, but later I developed novel trading algorithms, and helped refactor the repository.



Medisec Software

• United Kingdom
• IT Services and IT Consulting
• 1 - 100 Employee

• Junior Software Developer

  • Oct 2016 - Jul 2018

  I worked part-time at Medisec during school holidays while studying for A-levels. My role included: • Developing Windows desktop applications used internally, • Testing software, • Fixing legacy code, • Setting up databases I worked part-time at Medisec during school holidays while studying for A-levels. My role included: • Developing Windows desktop applications used internally, • Testing software, • Fixing legacy code, • Setting up databases