Année
2026
Rôle
Team lead of four — scope, integration and releases; Risk core, API and auth, legal retrieval, GCP deployment
Technologies
- Python
- FastAPI
- PostgreSQL
- Supabase Auth
- OpenAI API
- React
- TypeScript
- Cloud Run
- GitHub Actions
Tax compliance · Legal RAG
TaxMate AI
A tax-compliance assistant for Vietnamese online sellers. It answers legal questions with a citation on every claim and reconciles sales against declared revenue. Built by a team of four that Khai led.
Ouvrir la démo
taxmate.ngwkhai.com
The sign-in page offers a shared sandbox account. Signing up with your own email gives you a private workspace.
- Led a four-person team building four cores in one monorepo: Legal RAG, Risk, Graph and quantum Optimization. Set scope, budget and releases, reviewed each core and integrated them into one product.
- Built the Risk core. It imports CSVs and reconciles sales, bank deposits and declared revenue through four versioned rules, and returns `insufficient_data` instead of a misleading score when data is missing.
- Rebuilt the legal assistant's retrieval with BM25 over Vietnamese syllable pairs, and made every claim cite only chunks that were actually retrieved. This raised document recall@5 from 32 to 52 of 56 test questions.
- Built multi-tenant auth on Supabase, and deployed dev and production on Cloud Run behind a load balancer and CDN through GitHub Actions.
- Legal recall@5
- 93%
- 52 of 56 questions, up from 32
- Legal documents indexed
- 13
- 1,118 chunks
- Cores integrated
- 4
