Christina Feng
Macquarie University
I am a PhD candidate at Macquarie University. I hold a bachelor’s and a master’s degree in molecular biotechnology from the University of Sydney, as well as another research-focused master’s degree in statistics from Macquarie University. My current research focuses on exploring the pleiotropic associations in GWAS big data using a Bayesian approach. With a strong background in molecular biotechnology and biostatistics, I bring a robust analytical approach to large-scale GWAS data. They are passionate about improving our understanding of complex genetic traits and look forward to advancing the field through innovative research.
Can you describe the area of mathematics or bioinformatics you’re focusing on, and what you hope to achieve through your research?
My research focuses on the intersection of statistics and bioinformatics, specifically in analysing pleiotropic association (cross-phenotypic association) using a Bayesian or machine learning approach rather than the traditional frequentist approach.
What inspired you to pursue a career in bioinformatics or the mathematical sciences?
Thanks to my dad, a nuclear physicist, inspired my curiosity about maths and the science, teaching me algebra and calculus and encouraging me to explore all forms of life sciences from a young age. After earning my first master’s degree, I spent 10 years in the pharmaceutical industry, learning how medicines are developed and discovered. I was then assigned to a project requiring deep statistics knowledge which revealed my passion for data analysis and problem-solving and leading me to pursue a PhD in biostatistics to apply these skills to meaningful biological questions.
If you could give advice to your younger self, what would it be?
Follow your passion rather than just your brain. If mathematical sciences genuinely excite you, pursue it wholeheartedly! Do not feel pressured to work in a field that does not resonate with you, as that will sustain your motivation and eventually drain you physically and emotionally. Building a career in something you LOVE will always be more fulfilling!
How was your AMSI BioInfoSummer experience?
I had a fantastic time at AMSI BioInfoSummer. I was excited to learn from experts in my research field and explore emerging trends in bioinformatics. The event covered a wide range of topics and included lots of hands-on workshops. This provides practical insights into applying statistical methods to biological data. I would highly recommend a peer to join me at the next AMSI conference to expand our knowledge and connect within the close-knit bioinformatics community.
You received an AMSI BioInfoSummer travel grant to attend in person. How did this grant impact your ability to participate fully?
I am deeply grateful for the opportunity and the grant provided by AMSI, which enabled me to attend in person. This in-person experience was invaluable, allowing me to engage with colleagues and experts, participate in workshops and asking questions during the sessions effectively. Without such support, these opportunities would have been significantly limited.
What was the most valuable experience or takeaway from AMSI BioInfoSummer?
Prof. Daniel MacArthur’s perspective on genomic medicine in this era, along with the machine learning workshops, provided the opportunity to gain practical insights into applying statistical models to biological and genomic data, which enriched my research approach.
Where do you see your journey in mathematical sciences taking you in the next 5–10 years?
I see myself becoming a SME in transforming the landscape of genomic medicine. Inspired by new perspectives on leveraging advanced statistical models and simulations, I aim to combine my pharmaceutical compliance and clinical trial experience to contribute to innovative approaches for new drug submissions and approvals. There is no doubt that statistical science plays a pivotal role in shaping the future of genomic medicine.
Is there anything else you’d like to share about your experience or feedback on AMSI BioInfoSummer or the travel grant?
Once again, I am truly grateful for the opportunity to attend the AMSI BioInfoSummer conference. The event was very well-organised with a wide range of informative talks and workshops. I look forward to participating in more statistics-focused networking events in the future.