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PROJECT NOTES / 05 · FINANCE + ENGINEERING

Financial Statement Automation

Turning financial documents into structured information, while learning the finance behind the numbers.

MY ROLE / PROJECT STATUSPersonal project · learning finance
Currently building
TOOLS & CONCEPTS
  • Python
  • FastAPI
  • Next.js
  • Supabase
  • Vercel

The context

My current project brings together software automation and a growing interest in finance. I want to understand the underlying domain while building something useful around it.

The problem

Financial information often arrives in documents and spreadsheets. Making it consistent and structured is an important step before analysis.

The work

The idea, mapped out

PDF / Excel / CSV
Extract & normalize
Structured statements
Analysis

CONCEPTUAL WORKFLOW

The engineering question

Learning the meaning of financial information while designing the software that processes it. The diagram below describes the project direction, not a guarantee that every stage is complete.

What I took away

This is an ongoing learning process. Engineering gives me a way to explore financial statements through data and systems, while finance gives the software a domain to serve.

What could come next

Continue developing the workflow and deepen my understanding of financial statements, validation, and analysis.

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