Hong Kong SAR
Designed and implemented AI-driven solutions while optimizing data infrastructure. Key contributions include: AI Research & Development - Explored Agentic AI vs. AI Agents and AI hallucination reduction methods. In particular, Retrieval-Augmented Generation (RAG) and Constrained Decoding to enhance model reliability. Backend Development - Built a secure OAuth 2.0 backend and containerized services using Docker for scalable deployment. Data Optimization - Implemented a short-link redirection feature and a local cache for database query optimization. Engineered robust data pipelines to maintain real-time KOL (Key Opinion Leader) metrics while overcoming X(Twitter) API constraints.
Manned a store with parts worth upwards of SGD 100,000 Troubleshoot and replace faulty parts of the Radar System deployed for surveillance of hostile artillery Relay information to Air Defence Units for countermeasures
Joined an Agile team utilising the Scrum framework for infra-red applications development for an AI climate controlled IOT device. Developed a support Mobile Application in Python. Collaborated with UI/UX team to improve user experience.
Entered cheque details for processing at a DBS bank cheque processing facility. Operated sorting machines to group stacks of 250 notes of SGD 2, 5, 10, 50, 100 denominations.