Horace

Built an LLM-powered tender analysis and matching workflow that automatically extract qualification requirements and match qualified companies and candidates Built a lightweight matching agent with reusable domain skills and typed tools for database schema inspection, requirement validation, retrieval planning, and human-review escalation Built a complete retrieval-augmented pipeline with LangChain, including text chunking, vector embedding, hybrid retrieval, and reranking algorithms

Research Assistant Intern at CityUHK (2026-01 – 2026-08)

• Built an LLM-powered tender analysis and matching workflow that automatically extract qualification requirements and match qualified companies and candidates
• Built a lightweight matching agent with reusable domain skills and typed tools for database schema inspection, requirement validation, retrieval planning, and human-review escalation
• Built a complete retrieval-augmented pipeline with LangChain, including text chunking, vector embedding, hybrid retrieval, and reranking algorithms
• Built an industry-specific knowledge graph as the knowledge foundation for LLM-based agents, providing explicit, structured, and verifiable relationships between entities
• Local Vision Language Model deployment with vLLM

Software Developer Intern at CIMDA Limited (2025-08 – 2025-12)

• Developed RESTful APIs to connect frontend applications with backend services and database layers, supporting concurrent and multi-threaded processing workflows
• Designed and integrated scalable database management system with 15+ tables to support reliable data storage, retrieval, consistency, security and recovery
• Designed and implemented responsive frontend interfaces using React Native, enabling smooth cross-platform user experiences across web and mobile applications

Data Analytic Intern at CIMDA Limited (2025-06 – 2025-07)

• Developed data-driven 3D animation workflows in the Godot Engine
• Implemented motion capture and human pose estimation pipelines using MediaPipe
• Leveraged inverse kinematics (IK) to reconstruct motion trajectories from 3D coordinate points

RMUC at DJI - HKU RoboMaster Team (2023-09 – 2025-07)

• Implemented and optimized a robotic control system in a FreeRTOS environment, improving real-time task scheduling and control responsiveness
• Fine-tuned a YOLO-based object detection model to detect competition-specific armor plates for robotic vision and targeting tasks
• Applied image processing and Kalman filtering to track moving armor plates and perform real-time pose correction

Bachelor of Engineering in Computer Science – The University of Hong Kong (2022-09 – 2027-06)

Exchange – McGill University (2025-01 – 2025-05)