Rashindrie Perera

I am a Senior Applied Scientist at Oracle based in Melbourne, working at the intersection of machine learning, data analytics, and real‑world impact. I currently work on building production-level AI pipelines for large-scale data sources . This work has securred the filing of two patents.

Over the past decade, my career has spanned academic research and industry, with a consistent focus on building trustworthy, data‑efficient neural network systems that translate into tangible benefits for healthcare and enterprise settings.

I hold a PhD in Engineering from the University of Melbourne, where my doctoral work tackled core optimisation and generalisation challenges in training neural networks under low‑data constraints. This research led to publications in top‑tier venues such as IEEE/CVF CVPR (A* CORE‑ranked) and Nature Communications Engineering.

I am also committed to knowledge sharing—through volunteer and public engagement.

---

I am always very happy to discuss my work, feel free to reach out at rashindrieperera@gmail.com!