Extensive experience with data solutions:

• Thorough data collection capability from various sources. I have worked a lot with websites where I, not only scraped but automated marketing campaigns for Pepsico.

• Various data modelling approaches, from rule-based systems (Workload monitoring dashboard), to machine learning (classification of consumer complaints) and image analysis (segmentation of babies), to hybrid solutions including all of the former (cost prediction of Airbus' aircraft parts)

• Seasoned software engineering skills with testing and robustness as well as various deployment solutions : website visualization for South China Morning Post's articles, APIs for the canalization project of AS Watsons, Docker container for Pepsi's campaign automation.