Hong Kong, Hong Kong SAR
• Created "Cathay Data Merger" desktop application in Python (PyQt, Pandas) that automated consolidation of 5+ disparate data sources for Transit Operations, reducing lead engineer’s manual workload by 30% through intelligent data merging and validation. • Implemented ML regression model (Scikit-learn, XGBoost) trained on historical NRC vetting records to predict standard man-hour requirements, achieving 85% accuracy and reducing manual workload by 40% for lead engineer during resource planning. • Developed interactive APU Usage Dashboard using Plotly Dash visualizing real-time auxiliary power unit consumption patterns, enabling Transit Operations team to identify cost-saving opportunities.
• Created data analysis pipelines in Python (Pandas, NumPy) to identify trending topics for video content, improving engagement by 35% • Developed AI-generated video content using Runway, Pika Labs, and MidJourney for marketing campaigns, producing 15+ high-quality videos monthly • Designed and optimized 50+ text-to-video prompts to maintain brand consistency across all AI-generated content • Collaborated with marketing team to produce explainer videos and product demos, reducing production time by 60% compared to traditional methods • Implemented quality control processes for AI-generated videos to ensure adherence to brand guidelines • Researched and tested new AI video tools (Sora, Veo) to expand company's content creation capabilities • Created documentation and training materials for team members on AI video generation techniques
• Provided personalized homework support to primary school students, focusing on ethnic minority groups. • Developed engaging learning worksheets tailored to individual student needs and learning styles. • Taught effective study methods, resulting in improved academic performance and confidence among students. • Collaborated with Caritas, a leading non-profit organization in Hong Kong, dedicated to supporting underprivileged communities.
• Introduced state-of-art technologies (AI) to boost technical literacy to ethnic minority children in Austin • Organized creative learning activities (eg. team-work building activities)for ethnic minority children in Austin, Yau Ma Tei • Performed in-depth research (making questionnaires/surveys) on the needs and difficulties faced by ethnic minorities in Austin • Volunteered in New Life Church activities (gospel preaching/storytelling to ethnic minorities) • Helped the church set up technical equipment for community speech and activities