Pairing of Machine-Learning Systems with Algorithmic Trading Strategies

EquitySoft Investments is a private wealth management firm in Vancouver BC specialized in developing and implementing proprietary machine-learning trading algorithms. Our Mitacs internships objective is to determine which machine learning model is best with which trading algorithm variant. By creating a genealogy (multi-dimensional Taxonomy) of pairs of machine learning model with trading algorithm variants, our researchs objective is to determine the means of improving or innovating machine learning systems for optimal performance of differing algorithmic trading strategies; this will provide a foundation for long term research into machine learning mathematics R&D.

Faculty Supervisor:

Michael Friedlander

Student:

Bao Sun

Partner:

EquitySoft Investments Valuations Inc

Discipline:

Computer science

Sector:

Information and communications technologies

University:

Program: