Singapore, Singapore
Working on web development side projects Still interested in chemistry, with a data driven approach
- Develops and applies machine learning methods to electronic structure problems in materials science and molecular magnetism. - Supervises students and builds low-friction research workflows to improve knowledge sharing and accelerate scientific progress.
Designed and implemented ML force field models for water. - Reduced 40% computational cost while maintaining accuracy for property calculations. - Extending MLFF approach to accelerate novel material discovery in molecular crystals. - Two manuscripts in preparation for above works.
Programming Methodology (CS1010S) - Managed logistics for 500+ students and implemented automated collaborative workflows. - Led a team of 20+ teaching assistants for effective and consistent teaching. - Designed and implemented high quality course materials.
- Mentored 10+ junior college students annually on average - Students achieved 40+ silver/gold medals
- Synthesized perovskite nanocrystals with crosslinkable organic ligands for display applications. - Synthesized symmetrical bidentate organic ligands with anchoring and photopolymerizable groups.