At just 28, Tiara Natasha Binte Sayuti, a PhD student in Computer Science & Engineering at NTU, is pioneering research that sits at the cutting edge of science. Her work—blending biology, chemistry, AI, and computational modelling—is exactly what Singapore’s biomedical industry urgently needs to move beyond a strong manufacturing base and into high-value upstream innovation.

The future of Singapore drug discovery is defined by speed, precision, and data. This shift demands scientists who can bridge domains that traditionally operate in silos. Tiara is that bridge, creating a pathway between the physical wet lab and the digital world of machine learning.
Yet, behind this crucial, cutting-edge research is a far more grounded truth: Tiara was nearly forced to abandon her studies due to relentless financial pressure and unexpected life events. Her story reveals that interdisciplinary excellence often comes at a personal cost, highlighting a critical challenge for securing Singapore’s future scientific talent.
The Personal Price of Interdisciplinary Excellence

For Tiara, science became personal long before it became professional. Her purpose was cemented by her father’s illness, which exposed her to the raw reality of families depending on medical advances. That experience seeded a quiet determination to understand diseases more deeply and contribute to solutions that could help other families one day.
This determination carried her through years of study, but her path was anything but smooth. She navigated sudden, serious financial pressures, personal family responsibilities, and even a serious accident. At multiple points, the quiet mental load of juggling essential household needs—fees, food, transport—with the demands of academic research became too heavy, and she considered stopping her PhD entirely.
This is the context in which the LBKM Bursary made an essential difference. Specifically, the The Zulkifli – Nor Azizah Bursary provided a necessary buffer, lightening a load she had been carrying alone. The named bursary ensured she could continue her research without compromising the stability of her household or sacrificing her long-term scientific goals.

Why Her Work Matters for Singapore
Tiara’s hybrid approach is the missing ingredient for future breakthroughs in singapore drug discovery. Her work is already contributing to the global scientific community: she is the lead author on a paper published in Computers in Biology and Medicine, demonstrating a Target-aware latent diffusion model for designing apoptosis-inducing anticancer peptides. This highly specialized, published research proves that Tiara’s interdisciplinary mindset allows her to solve problems at an accelerated pace.
She approaches scientific challenges not just as a computational modeller, but as a holistic scientist, blending:
- Wet Lab Data (real-world biological and chemical analysis)
- Computational Modelling (simulating molecular behaviour)
- Machine Learning (predicting drug candidates and targets)

Her unique expertise allows her to run complex AI models and simulations, drastically accelerating the screening process and uncovering vital insights that conventional, single-domain methods simply miss. Her journey into interdisciplinary research evolved from necessity—since she didn’t “fit” neatly into any single department, she was compelled to learn across domains. Her work shows what happens when researchers are allowed to roam widely—innovation becomes not only possible, but natural.
LBKM Bursary: Opening Doors for Those Who Dare to Dream Bigger
The pursuit of a PhD demands full immersion, yet Tiara had to constantly recalibrate expectations while juggling her research with family obligations and financial instability. Progress came in smaller, hard-won steps, but it never stopped.
This persistence highlights why supporting talent from all backgrounds is crucial for national scientific strength. The future of singapore drug discovery depends on:
- Researchers unafraid to cross disciplines.
- Diverse backgrounds that bring unconventional problem-solving perspectives.
- Persistence—the ability to keep running experiments despite real-life setbacks.
The LBKM Bursary, created to ensure students from lower-income households can pursue education without being limited by financial constraints, did more than just support an individual. It secured a future contributor to the nation’s upstream research capabilities. Tiara’s story is a powerful reminder that the interdisciplinary thinkers who will define the next wave of scientific progress are often the same individuals quietly battling pressures at home.
The future of Singapore drug discovery requires immediate, dedicated support. The Zulkifli – Nor Azizah Bursary is a powerful example of how a donor’s name can directly secure scientific talent. By establishing your own named bursary, you directly invest in securing the scientific talent and accelerating the breakthroughs our nation needs. Your name can fund Singapore’s next great scientific discovery.









