Winfred Selwyn Ooh

◦ Solenovo CRIS: Contributed to the planning, architecting, and development of a large micro-services system for four Finnish universities, commissioned by the Finnish Ministry of Education. The system manages publications and events for each university, with hundreds of custom features specific to each university.

◦ Solenovo Studenta: Worked on an end-to-end management system for vocational schools, from admission to graduation. The system allowed school administrators and teachers to track each student’s progress throughout their schooling.

◦ Mobile Application - Video Editor: Contributed to a portable video editor for course instructors on Android and iOS with React Native, which included a video processing API built with OpenCV and C++.

◦ Mentor and Code Reviewer: Mentored students learning web/mobile development, machine learning, and deep learning. The coursework prepared students to be professionals in the tech industry, emphasizing current best practices and technologies.

◦ AI Agent Platform with LLMs: Led the backend development of a system which processed hundreds of hits per minute across healthcare and banking industries in Singapore. The development included async data vectorisation, overcoming LLM latency and token limitations, reducing hallucinations and security issues.

◦ Frontend, AI Agent Platform: Developed the frontend solo, integrating custom user flows, data queries to SnowFlake and displaying data on a data dashboard.