AI · Product· 2025 · Cerebral Valley × Claude Hackathon · Founder / full-stack
Nuvro — AI Financial OS
An AI financial operating system: a personal-finance and decision copilot with email ingestion, auto-categorization, goal/scenario simulation, and a cash-flow dashboard.
- Email ingestion + auto-categorization pipeline
- Goal & scenario simulation engine
- AI insight layer over a cash-flow dashboard
Context & Goals
Nuvro (also explored as Avarial) is an AI financial operating system — a personal-finance and decision copilot that turns scattered financial signals into clear, actionable guidance. It began as a build at the Cerebral Valley × Claude Hackathon.
Architecture
- Email ingestion pipeline: pulls financial emails and normalizes them into structured transactions.
- Auto-categorization: classifies spend and income so the dashboard stays current with zero manual tagging.
- Scenario simulation: a goal/scenario engine projects cash flow under different decisions ("what if I move this expense / hit this savings target?").
- AI insight layer: surfaces plain-language insights on top of the cash-flow dashboard.
Design
Built on a premium UI design system — design tokens, a consistent elevation scale, and a web + mobile (React Native) surface — so the product feels cohesive across platforms.
Status & next steps
Hackathon-stage build; the categorization and simulation engines are the core. Next: harden the ingestion pipeline and expand the insight models.
Up next
RTL Connectivity & Clock/Reset Automation Tool
C++17 tool that parses hardware module specs and auto-generates Verilog top-level wrappers with validated connectivity and automated clock/reset insertion.