KKloud TarusKKloud Tarus
  • Blog
  • Series
  • Team
  • About

Blog

Thoughts on engineering, design, and building great products.

SeriesAll postsFintechAIAPFAPIAPI GatewayARPAWSAdmissionAffinityAggregationAnsibleAppArmorArchitectureAuthenticationAuthorization
From Messy Bank Statements to AI Insights in 48h: An AWS-Native AI Money Coach System Design
AWSArchitecture

From Messy Bank Statements to AI Insights in 48h: An AWS-Native AI Money Coach System Design

The real-world AWS architecture story behind BudgetBot, an AI Money Coach for Vietnamese users: upload a statement or payment screenshot and the AI auto-classifies transactions, computes budgets, and advises spending. Async pipeline, 4-level deduplication, ~$30/month cost optimization, and financial-data security.

N
Nguyễn Văn Huy HoàngJuly 6, 2026· 10 views
KKloud TarusKKloud Tarus

Explore. Build. Share.

  • Blog
  • Team
  • About
© 2026 KKloud Tarus. All rights reserved.