Ziwei Liu

• Designed new metric databases and established weekly automation process for updating database for more than 40,000 nuclear e-learners. • Automated updating of data visualisations with Power BI to present real-time statistics. • Developed and implemented automation process for daily updates, data imports, and error detection for agency-level sites and databases. • Created user manuals, made user-guide scripts and videos, dealt with daily user tickets, and prepared training materials for clients.

• Implemented data processing and visualisation processes for sales statistics and customer data on a trade-by-trade basis. • Conducted market background research and partner requirement investigation, providing strategy consulting on trades and cooperation. • Scripted technical documents and drafted professional presentation slides for negotiation and strategy planning. • Maintained and updated customer database on a daily basis.

• Cleaned, analysed, and preprocessed past three years of power transmission raw data and developed multi-step information prediction model to process high dimensional time series for power transmission systems. • Adjusted neural network based on prediction results and conducted error analysis and efficiency analysis. • Drafted and prepared illustrations, indexing, cataloguing material and references, and undertook editorial quality control and peer review.