Liu Hang Fung

At UTGL, I lead AI and data-driven transformation initiatives, with a strong focus on building reliable data foundations for trading analytics, automation, and internal decision-making. My work bridges data processing, quantitative research, and practical delivery—turning raw, noisy inputs into trusted outputs that teams can use with confidence. Crypto Market Data Processing & Quality • Design and maintain end-to-end data pipelines to ingest, clean, normalize, and validate multi-source crypto market data. • Standardize symbols, timestamps, and schemas across venues; handle missing intervals, outliers, and inconsistent prints to improve dataset integrity. • Implement data-quality checks and monitoring (completeness, freshness, anomaly detection) to reduce “bad data” risk in research and signals. Trading Analytics & Signal Platform • Architect and operate a centralized trading analytics dashboard that consolidates real-time prices, technical indicators, and algorithmic signals into a single source of truth. • Convert processed datasets into actionable metrics and visual layers that support faster analysis and reduce manual market monitoring. Quant Research & Strategy Development • Develop and backtest systematic strategies (e.g., momentum / relative strength pair signals) and translate research into production-ready indicators. • Collaborate with stakeholders to define signal rules, confidence scoring, and practical risk controls for real-world usability. AI Enablement & Automation • Deliver hands-on AI training and internal enablement programs to help teams apply AI for analysis, content workflows, and productivity improvements. • Build automation solutions using Python, Excel/VBA, and cloud tools to streamline reporting and operational tasks—reducing errors and increasing throughput.

• Developed intuitive and responsive e-commerce websites focused on delivering seamless user experiences. • Designed and backtested trading strategies using Pine Script and Excel to optimize performance and risk management. • Created personalized AI-generated avatars to strengthen brand identity and engagement. • Built a dynamic web dashboard with Python, providing real-time data visualization and analytics. • Leveraged Semrush analytics to evaluate and refine marketing strategies for improved reach and conversion.

Infrastructure and Security Team • Configured Microsoft Teams Rooms and optimized vendor negotiations. • Gained insights on integrating different solutions. • Maintained different solutions for conference rooms.

Developed a label detection system to automate the cargo dangerous goods acceptance process. Conducted a successful demo program using Figma and YOLO.

Learned digital marketing strategies, including tracking analysis and SEO. Designed user-friendly hackathon pages with UI/UX principles.

Infrastructure and Security Team Configured Microsoft Teams Rooms and optimized vendor negotiations. Gained insights on integrating different solutions. Maintained different solutions for conference rooms.

• Verified barcodes to ensure compliance with GS1 standards. • Responded to client emails, providing timely and accurate information. • Conducted verification report of Legal Entity Identifiers.