Aller au contenu
Tous les projets

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