- Enhanced AI-driven ocular imaging analytics for by harnessing the power of the UK Biobank and various public/private datasets. - Spearheaded the design and implementation of the Optical Coherence Tomography (OCT) image quality control pipeline, employing various ML/DL techniques.- Collaborated closely with the Data Science & IT team to facilitate seamless onboarding and utilization of Databricks capabilities, including AutoML and MLFlow. - Collaborated with Data Science & IT team in implementing a federated learning framework.

- Built prediction models (SISSO, Deep Feature Synthesis, Ensemble Method, AUTOFEAT etc) to predict MXenes' workfunction value, as a function of its chemical and physical properties.

-Optimized the design of a plate heat exchanger utilizing space-filling curves, with Hyperganic's platform (C#) and AUTOCAD. - Took charge of evaluating the thermodynamic performance of the design (e.g. energy loss) using Ansys Computational Fluid Dynamics Tool

- Conducted market research for the essential oil market in South East Asia (downstream supply chain, top players & competitor analysis), - Conducted 10-year cost analysis for biodiesel production via distillation - Communicated with incubators for collaboration