• Worked closely with internal stakeholders to understand business requirement at all stage of Data Cycle. Identified and defined important KPI, data sourcing, cleansing, transformation, and delivery• Revised existing Python scripts to replace traditional excel data output with data source output on Tableau• Modified and improved existing Python scripts to concatenate both past and present monthly data trend visualization for business stakeholders, where users can access both live and historical month-on-month data set• Built and automated user-friendly business dashboards on Tableau from organisational database. Aided business users to draw extensive and thorough insights from the data visualizations and to make informed business decisions.

• Devised and constructed Process Optimization using Data Analytical Software such as Seeq and JMP, to identify parameters and develop an operating envelope. Product quality was potentially improved within its specification envelope, thereby reducing operating expense of the refinery. • Collaborated with the Sales and Marketing team to analyse and evaluate the regional market and economy for the products of the organisation. • Charted visualizations of international demand trends in Tableau Software allowing for better understanding of the international markets and competition in Asia Pacific.• Developed and designed graphical analysis of prices by extracting data from Price Reporting Agencies and feedback collated from the sales force, to illustrate relevant price levels for each market in Asia Pacific

• Interned at the Institute of Molecular and Cell Biology (IMCB)• Identified neural circuits that regulate emotional valence in fruit fly Drosophila Melanogaster by performing experiments under the mentor-ship of a postdoctoral fellow• Accelerate the pace of research by initiating a screen of 20 neuropeptides cell types in 5 months, experimental work was validated by a PhD student, where results were later published on research paper.