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gunnu-15/AI-Powered-Finance-Operations-Dashboard

A Python + Streamlit web app that ingests invoices (PDF/CSV), uses GPT-4o to extract and categorize data, flags overdue payments, auto-drafts follow-up emails, and displays a live finance ops dashboard. Tech stack: Python · OpenAI API · Streamlit · pandas · smtplib

Python GitHub ↗
★ 0
stars
65
AI relevance
50
solo dev
0
tool sigs

SUMMARY AI summary by gpt-5-mini

Finance Ops AI Dashboard is an open-source Streamlit app that automates invoice tracking, overdue detection, and vendor follow-up for small, lean finance teams (typical seed-stage or 2-person ops). It replaces spreadsheet-based workflows with a searchable invoice ledger, KPI cards, and interactive charts (status donut, monthly volumes, top vendors, overdue-risk map). Users can upload PDFs for data extraction via GPT-4o or regex heuristics, edit parsed fields, and add them to the ledger. The tool can generate one-click follow-up emails tiered by severity (gentle / firm / escalation); GPT-4o is optional and an offline template mode is available. Built with Python, pandas, pdfplumber, Plotly; MIT-licensed.

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🧠 LLM providers (1)
OpenAI
🤖 LLM models (1)
GPT-4
🌐 Web frameworks (1)
Streamlit

Language breakdown (by bytes)

Python
100%

Why this is classified AI-related

The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology

Repository name no match
Description +25 matched: openai
GitHub topics no match
README head +20 (derived from the score — README text is not stored)
Exclusion penalty -10

Total AI relevance score: 65 / 100

Position among AI repos in the same language

We track 12,475 Python repos, of which 9,636 score 40 or above on AI relevance. 2,088 have more stars than this one (top 16.7%), and 3,432 score higher (top 27.5%).

Owner

Account
gunnu-15
Type
User
Followers
0

Dates

Created on GitHub 2026-05-11
Last push 2026-05-11
First seen here 2026-05-11
Last fetched 2026-08-18 16:16

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