Brand Protection @ Shopee | BSc(Computing & Law)
LegalTech | Platform Governance | Product Management
Request an introLegalTech builder and Computing & Law student with a second major in Cybersecurity, focusing on AI governance, platform risk, and workflow automation. I design and build products that move legal work beyond document-centric processes toward structured systems, semantic tooling, and scalable decision-making infrastructure. Outside the legal community, I actively research DeFi-related vulnerabilities and previously served as an intelligence practitioner specialising in GEOINT.
A reliable Singapore Parliamentary Hansard scraper that pulls daily report JSON from the SPRS endpoint and stores normalized records in an incremental Excel master file. (NOTE: Users should ensure that any execution of the script complies with the website’s Terms of Use and any applicable access or data usage policies.)
(As part of a final year project under SMU's BSc (Computing & Law)) A Microsoft Word add-in for scanning and verifying statutory citations in legal documents. Built with Next.js (frontend) and Python (backend). The backend provides semantic search over Singapore statute text (Legal-BERT/GEMMA, ChromaDB, BM25 + reranker)
Singapore's eLitigation provides all written judgments issued by the Supreme Court of Singapore since 2000. This code can be modified to search for specific areas of law based on the catchword or specific keywords as found in the full judgment. (NOTE: Users should ensure that any execution of the script complies with the website’s Terms of Use and any applicable access or data usage policies.)
Copycat is a Singapore-first copyright triage web app. Upload two files, an original work and an alleged infringing copy, and it runs a deterministic similarity analysis across text, image, or video, then produces a scored report and PDF. Each score feeds a legal reasoning engine calibrated to the Singapore Copyright Act 2021, which walks through subsistence, infringement, and fair-use nodes to produce a LOW / MEDIUM / HIGH risk band. Stack: Next.js frontend → FastAPI backend → Celery task worker → ReportLab PDF, deployed on Vercel + Render.
Browser-based citation helper for Singapore legal writing, generates case citations and short-form references aligned to the current project scope from:
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