Jonathan Su'a

Ambitious and highly motivated Bachelor of Mathematical Sciences undergraduate with a strong academic foundation in Statistics and Data Science (WAM: 84.86) and hands-on experience working with large datasets to build predictive models. Proficient in Python, SQL, and advanced machine learning techniques, including XGBoost, with a track record of implementing financial trading models such as mean-reversion strategies and yield optimisation.

Demonstrated ability to learn and adapt quickly, as evidenced by achieving a 1900 Elo chess rating in under a year and excelling in the development of complex, data-driven solutions. Passionate about leveraging data analytics and machine learning to solve real-world problems.

Leadership and Achievements

President, UTS Chess Club | 2023/2024

• Led club operations, organized inter-university tournaments, and expanded membership by 40%.
• Coordinated and coached chess strategy sessions for beginners and advanced players.

Head Executive, Macquarie University Chess Club | 2023/2024

• Reinvigorated club activities by organising chess tournaments events and workshops, significantly boosting member engagement.
• Facilitated collaboration between university chess clubs, promoting inter-university chess events.

Winner, Winter Classical Chess Tournament | Norths Leagues Club, 2024

• Achieved a 1900 Elo rating in less than a year, qualifying for the Australian Chess Championships, with a goal of obtaining a Chess Master title within a year of competitive play.
• Demonstrated exceptional analytical skills, strategic thinking, and rapid learning ability to excel at a national level.