Xingyu Ma
Monash University
I’m currently pursuing my Master of Financial Mathematics at Monash University. My academic journey started with a passion for finance, mathematics, and computer science. This led me to specialize in quantitative finance, where I’ve gained expertise in derivative pricing, risk management, and computational methods. I’m particularly fascinated by dynamic risk prediction, blending my interests in computing to develop advanced models that anticipate market risks in real-time. My goal is to leverage these skills to drive innovation in areas like dynamic risk management and portfolio optimization.
Can you give me a quick rundown about the type of mathematics you are studying and its potential impacts for the broader community (think how you would explain your work and studies to others who don’t study maths)
I’m studying Financial Mathematics, which is the application of mathematical models and techniques to solve problems in finance. This includes using partial differential equations (PDEs) and stochastic differential equations (SDEs) for pricing financial derivatives, simulations for risk measurement, and optimization for portfolio management. The impact of this field is significant, it helps in managing financial risks, creating efficient investment strategies, and ensuring the stability of financial markets. By making financial markets more predictable and manageable.
How did you get into mathematics/statistics/data science? Was there someone or something that inspired you to this field?
My interest began in high school after reading a biography of Jesse Livermore. His ability to predict market dynamics through patterns inspired me to explore the quantitative side of finance. Later, during my undergraduate studies, a supportive teacher helped me advance my programming skills, deepening my passion for using technology to solve complex problems. These experiences led me to pursue Financial Mathematics, where I could combine finance, math,and technology to develop innovative solutions for the financial industry.
You received a Travel Grant to attend AMSI Summer School 2025. How important was this in terms of your ability to attend, fully participate in the program and meet others studying in similar fields? Do you think it was an advantage to attend the program in-person?
Attending in-person was invaluable. It enabled me to interact with leading researchers and fellow students, participate in labs and activities, and engage in discussions that deepened my understanding of the subject. The in-person experience also facilitated networking, which is essential for future collaborations and career opportunities.
What was the most valuable part of the program for you?
The most valuable part of the AMSI Summer School was the opportunity to learn from experts in machine learning and data science. The courses provided a comprehensive overview of the latest techniques and applications in these fields, which are highly relevant to my studies in Financial Mathematics. Additionally, the practical sessions and projects allowed me to apply these techniques to real-world problems, enhancing my skills and confidence in using machine learning for financial analysis.
In the long-term, what do you think are the benefits of having attended Summer School?
Attending the AMSI Summer School will have a lasting impact on my career. It has expanded my knowledge and skills in machine learning, which I can apply to my thesis and future projects. The connections I made with other students and researchers will be beneficial for collaboration and staying updated with advancements in the field. Moreover, the exposure to industry applications has given me a clearer direction for my career in quantitative finance.
Summer School included a special Careers Day program which aims to help give students an idea of the kinds of career paths available to maths graduates in industry and private sector research areas. Do you feel better equipped to explore career options in the mathematical sciences after attending AMSI Summer School?
Absolutely. The Careers Day program at AMSI Summer School was incredibly insightful, offering a broad overview of career paths in the mathematical sciences, from industry roles in finance and technology to research positions.
Additionally, presentations from professionals at firms like Susquehanna International Group and Citadel Securities provided valuable insights into the world of quantitative finance. These sessions gave me a deeper understanding of the skills required for a career in quant roles and the diverse opportunities available in the field.
What advice would you give to someone who is considering applying for Summer School in 2026? Should they apply and why?
I would highly recommend applying for the AMSI Summer School. It is an excellent opportunity to deepen your knowledge in mathematics and data science, especially if you are interested in applying these skills to real-world problems. The program offers a unique blend of theoretical learning and practical application, and the networking opportunities are invaluable. If you are passionate about mathematics and its applications, this program will be a great investment in your academic and professional future.
What are your current career ambitions in the mathematical sciences sector?
My career ambition is to become a Quantitative Analyst specializing in machine learning and algorithmic trading. I aim to work in a leading financial institution where I can develop and implement advanced quantitative models to optimize trading strategies and manage financial risks.
How did connecting with the community at AMSI Summer School support your experience?
Connecting with the community allowed me to meet like-minded students and researchers from diverse backgrounds. We shared ideas, discussed challenges, and learned from each other’s experiences. This sense of community not only enriched my knowledge but also provided a supportive environment that motivated me to continue pursuing my academic and professional goals.
Any other feedback/comments you would like to provide on the AMSI Travel Grant or AMSI Summer School 2025?
The AMSI Travel Grant was a significant support, making the Summer School accessible and reducing financial barriers. I appreciated the well-structured program and the balance between theoretical and practical learning. The guest lectures and panel discussions were particularly insightful. I would suggest including more interactive sessions with industry professionals to further bridge the gap between academia and the workplace. Overall, the AMSI Summer School was a transformative experience, and I am grateful for the opportunity to have attended.