Entrepreneurial professional with extensive experience in operations leadership. Expertise in identifying and implementing process improvements that enhance efficiency and productivity. Proven track record of successfully managing cross-functional teams to achieve organizational goals.
SQL-Gen, Developed a Generative AI app capable of generating Structured Query Language (SQL) from user queries. Successfully executed queries against local databases return correct results. Got ROUGE (Recall Oriented Understudy for Gisting Evaluation) score of 93.2% for system accuracy. Customer Support Chatbot, Developed a Customer Support Service Chatbot with Large Language Model (LLM) which can chat with users. Achieved a 98.8% ROUGE score after fine-tuning. Healthcare Assistant, Developed a Health Care Assistant and Chatbot that allows users to also chat with each other using socket.io backend. Successfully integrated human chat with chatbot achieving seamless user experience. College Chat, Utilized college data to build a chatbot that can provide 24-by-7 user support to college students thereby reducing traffic and pressure at the administrative office. Easy Finance, Utilized multiple technologies to build a simplified finance system for personal and corporate use. Integrated a generative AI chatbot for user support and real-time transmission of stock information. Built a portfolio management system for easy management of corporate finance. Provided web and mobile endpoints for easy and better user engagement. Deployed diverse classical Machine Learning and deep learning algorithms for making meaning out of financial data. Developed and deployed many data structures and algorithms especially in developing stock trading strategies.
English, Mandarin
www.linkedin.com/in/john-moses-ng