Xinze Li Email and Phone Number

Professional Experience1. Nanyang Technological University, Researcher• Focus on applying artificial intelligence in power converters to mitigate manpower burden, improve performance and realize automation, which can be applied in areas such as wireless power transfer, renewable energy, and electric vehicle • Proposed an AI-based fully-automated design approach for the cutting-edge triple-phase-shift modulation optimization of power converter to relieve manpower burden• Proposed a novel multi-objective optimization algorithm to improve accuracy in the holistic design of power converters, and achieved performance 2% better than conventional algorithms (published) • Proposed a novel particle swarm optimization (PSO) variant, and improved its convergence speed and global searching capability compared with the cutting-edge PSO algorithms (published)2. Nanyang Technological University, Teaching Assistant• Instructed final year undergraduate students’ course Web Applications Design for 60 hours, earning 100% satisfaction rate among students• Instructed final year undergraduate students’ course Machine Learning Design and Applications for 30 hours, and designed LSTM lab session and final exams about LSTM and CNNOther Experience1. Online Non-Profit Financial Quotient Education Platform , Software Engineer• Designed and programmed the valuation system of 40+ stock index, which can provide daily valuation reports to subscribers and send instant email alerting about undervalued index• Realized historical data crawling, daily data crawling (both static and dynamic webs), index valuation evaluating based on probability density estimation, HTML email generation, automatic email sending, real-time monitoring of undervalued index• Responsible for maintenance of this valuation system of stock index, and implemented the system for 8 months2. Online English Education Studio , Founder + Leader• Founded HengHengEnglish online English education studio based on Taobao, served 500+ students with 100% satisfaction rate, and gained Business revenue of 40,000 RMB per month with 50% profit margin• Coordinated 10+ teachers systematically to be responsible for 3 product-lines about English education