Invoices, purchase orders and bank statements become structured records only after deterministic ...

Invoices, purchase orders and bank statements become structured records only after deterministic ...Invoices, purchase orders and bank statements become structured records only after deterministic ...

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Jigon Yoo

• Jul 28

Invoices, purchase orders and bank statements become structured records only after deterministic math checks - line totals, subtotal sums, balance reconciliation. Anything that fails routes to needs_review with the exact reason, never silently shipped. Public code: github.com/jigonyoo/invoice-to-structured

Data Engineering Python

Daniel Flow

• Jul 29

I built an automation that tracks every receipt automatically using Telegram, Mistral OCR, Gemini and Google Sheets.

Here's exactly how it works:

I send a photo of my receipt via Telegram. The image gets picked up automatically and saved into Google Drive. Mistral OCR extracts the raw text from the receipt image. Gemini then analyses the extracted text and pulls out the important details, store name, total amount and date. Everything gets logged neatly into Google Sheets automatically, including a direct link back to the original receipt in Google Drive.

One photo sent. Everything tracked. Forever.

No manual data entry. No lost receipts. No end of month guessing about what you spent and where.

This works for personal expense tracking and for businesses managing operational spending across multiple categories.

Want this built for yourself or your business? Comment RECEIPT TRACKER below and I'll reach out directly.

aiautomation telegramautomation receipttracker AI Automation Google Sheets AI Agent Development Business Workflow Automation N8N Telegram bots

Anton Zalis

pro

• Jul 29

Check it out

Figma Flutter Python

Abdelali morad

• Jul 29

📱 Real Project Showcase: Stitch Retail Infinity

The showcase highlights your actual Flutter project architecture:

Seller Analytics Dashboard (with fl_chart revenue graphs)

3D Vitrine Product Showcase

Wholesale Catalog & B2B Search Engine

Cart & Checkout Module Stitch Retail Infinity is a high-performance cross-platform retail & wholesale mobile ecosystem designed to connect suppliers, sellers, and buyers through a unified digital marketplace.

Key Features Built: • Seller Analytics Dashboard: Integrated fl_chart for real-time revenue tracking, order analytics, and sales breakdown. • Interactive 3D Product Vitrine: Built an immersive 3D product view module allowing users to inspect items in dynamic 360° view. • Wholesale Catalog: Built multi-category search, filter, and bulk quote request engine for B2B buyers. • Frictionless Cart & Checkout: Streamlined order state management and checkout flow.