Built a live energy price monitoring end to end dashboard to suit Singapore District Cooling business needs and participation in EMA's Interruptible Load and Demand Response programsWrote a TAGUI program to automate compilation of monthly financial settlement reports

Investigating the application of machine learning algorithms for intelligent energy storage systems (i-ESS) at the Energy Research Institute @NTUAims to tune parameters of well established SOC-estimation models of battery to match experimental OCV-SOC curves

Developed productivity tools for release team by integrating multiple environments such as JIRA, confluence, GSDB etcProjects undertaken include an auto-deploy scripting and a regular release scheduler

Collected metabolomic spectral profiles of tea and coffee Processed data frames with dimensionality reduction algorithms such as PCA Implemented Scikit-Learn machine learning models (ANNs) to optimize blends and identify outliers

Assembled and tested electrical panels for IPS and RTU systemsUtilized Zenon Software platform to program a graphical user interface for an alarm monitoring systemDeveloped a CRUD Stocktaking web application

As part of the Undergraduate Research Programme (URECA) at NTUMain work focuses on developing Optical Lithography techniques to fabricate batteries on a microscale for IoT devicesConducted research under the mentorship and guidance of professors and research fellows

Utilized social media platforms such as Facebook and LinkedIn to encourage sustainability and promote sustainability-related eventsSupported the planning and execution of key events such as the Woman’s Eco-Game Changer Awards and the Launch of the Sustainable Ecology Foundation.Refurbished and updated company’s webpage