About
Currently roaming · Route 111
I'm a penultimate-year undergraduate at Singapore Management University reading Computing & Law, with a second major in Cybersecurity.
My work spans the intersection of law and software. I design and build tools that translate legal rules into automated systems, covering platform regulation, IP enforcement, data protection compliance, contract lifecycle management, and court document automation.
Previously, I served as a Senior Geospatial Mapper in the Singapore Armed Forces' Digital and Intelligence Service, leading geospatial intelligence operations across MINDEF/SAF and Whole-of-Government agencies.
Singapore Management University
B.Sc. Computing & Law
2nd Major in Cybersecurity
Aug 2023 – May 2027
Misc
- SMU Legal Innovation & Technology Hackathon 2025 – Ministry of Law Track Winner & Finalist
- DBS × SG Courts Hackathon for a Better World 2024 – Most Innovative
- RelativityOne Certified Professional
- Teaching Assistant – IS210 Business Process Analysis & Solutioning; IS215 Digital Business: Technologies & Transformation
Memberships
Experience
- Researching DeFi vulnerabilities and Web3 bug bounties/audit competitions to analyse exploit trends and remediation data, exploring how audits, disclosures, and governance can be integrated into product lifecycles and CI/CD for more resilient platforms.
- Built NLP pipelines using SetFit (few-shot sentence-transformer classification) and engineered ETL + labeling workflows to classify root-cause patterns and severity across Immunefi and Sherlock vulnerability disclosures.
Projects
BART
privateIn collaboration with Allen & Overy Shearman
Final Year Project in collaboration with Allen & Overy Shearman. A Microsoft Word add-in that scans and verifies statutory citations in legal documents against Singapore Statutes Online. Features hybrid retrieval (BM25 + Qwen3 dense embeddings, cross-encoder reranking via ChromaDB) and fuzzy act/section matching for version-accurate citation checking.
- Next.js
- Python
- FastAPI
- ChromaDB
- Office.js
- LegalTech
LegalBenchmarks.ai
An independent open-access benchmarking platform for legal AI tools built by the global legal community. Provides structured evaluation frameworks with 100+ assessment factors across contract drafting, information extraction, and legal workflows. Contributing as a Steering Committee member alongside practitioners from Google, PayPal, Netflix, and Stripe.
- Legal AI
- Evaluation
- LegalTech
- Research
Other noteworthy projects
sightstone
Contract playbook harmonisation tool that identifies and reconciles conflicting clauses across multiple contract versions for M&A due diligence.
- Python
- NLP
- Contract Law
sal citation generator
TypeScript citation generator for Singapore Academy of Law style guide materials. (WIP)
- TypeScript
- LegalTech
- Citation
eliti scraper
BeautifulSoup4 scraper extracting Singapore court case data from the eLitigation portal.
- Python
- BeautifulSoup
- Legal Data
sg statute scraper
Scraper for Singapore Statutes Online (sso.agc.gov.sg) extracting legislative text for NLP pipelines. (WIP)
- Python
- BeautifulSoup
- Legal Data
hansard scraper
Parliamentary debate scraper extracting Singapore Hansard records for legislative history research. (WIP)
- Python
- BeautifulSoup
- Legal Data
tort rat
RAG-powered Discord chatbot for Singapore tort law using PostgresML and GPT-3.5 Turbo, deployed on AWS.
- Python
- RAG
- PostgresML
- AWS
Media & Appearances
Rajah & Tann wins Most Innovative award at the DBS x SG Courts Hackathon for a Better World 2024
Rajah & Tann Asia
As the new semester approaches, it also marks the bittersweet end of internship with PwC Singapore for BSc (Computing and Law) student...
SMU – School of Computing and Information Systems
BSc (Computing and Law) student Kevan Wee's internship with Rajah & Tann Technologies...
SMU – School of Computing and Information Systems
The end of internship doesn't always mean the end of your time there. BSc (Computing and Law) student...
SMU – School of Computing and Information Systems
Which SMU Tech Degree Is Right for You? What to Consider Before Choosing
Singapore Management University
Also featured on LegalQuants.
Get in touch
Whether you're working on something at the intersection of law and technology, looking for a collaborator, or just want to connect — I'd love to hear from you.
kevan.wee.2023@scis.smu.edu.sgCurrently roaming · Mauville City
