(I) Signals, the AI Platform Match Dreams Come True. An AI matching & automation platform connected over 25K businesses from 126 countries, from demand to the service delivery automatically, ex. Finding partners or clients. Expanding your business from your professional strategy with your AI twins. We have now provided automation service on business development and marketing service including SEO articles. (II) A.V. Mapping, a one-stop AI video and music matching & licensing platform. Find the best match for video/images/text with music from musicians. Rather than algorithms, AI and blockchain, A.V. Mapping protects the rights of musicians and connects buyers and sellers. - Business, Consumers, Filmmakers and Video Productions shortened working hours by nearly two thousand times.- Sellers, Musicians, Creators set up customized prices, authorization, track transaction processes by themselves, achieving openness, transparency, and fairness.- Founder & CEO of A.V. Mapping, an AI matching platform. - Serves 25K businesses in 126 countries. Saved 7 centuries from business.- Featured by the US Department of State and represented Taiwan at AWE APAC Summit.- As a film composer, won various music and film awards, as best film composing, best film in Film Festival, TV series (金鐘獎), Live Music etc. While over 300 works have been shown in more than 60 countries. - In Engineering Degree but pursued a film scoring career after her first film awards in 2014.