Nicolas Ong
Open to ML & Research Engineer roles
Welcome
I am a machine learning researcher and software engineer, with three years of research experience in deep reinforcement learning and NLP, alongside three years in software engineering.
Previously,
- 2024 - 2026: MSc in Computing Science from UAlberta
- Researched Deep RL at the Moving AI Lab
- Thesis analyzing TD(λ) and AlphaZero using a strongly solved game as ground truth
- 2023 - 2024: Research Assistant at SFU's Natlang Lab
- Published a paper at NAACL 2024 on entity linking
- 2021 - 2023: Software Engineer at Redmane Technology
- Developed and maintained case management software
- 2018 - 2021: BSc in Computing Science from SFU
My research interests center on understanding intelligence well enough to build intelligent systems. In particular, I'm interested in model-based methods in deep reinforcement learning, as they allow learning beyond their training data (or from scratch) through efficient exploration and planning.
Seeking research engineer or ML engineer roles. Canadian citizen (TN eligible).