This project involves converting unstructured salon service menu data (PDFs, images) into a standardized Excel format for a salon booking platform called Scuts. The work is offered on a paid per-sheet basis to freelancers. It's a clear, funded demand for data processing and standardization.
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You are an expert full-stack developer. Build a web application using Next.js 16 App Router, React 19, Tailwind v4, and AI SDK v6 with Gemini. The application will automate the process of standardizing salon service menus from various unstructured formats (images, PDFs, text) into a pre-defined Excel template. The backend will use Node.js and Neon Postgres on Vercel. Here's the MVP: 1. **Upload Interface**: A simple drag-and-drop UI for users to upload salon menu files (PDF, JPG, PNG). 2. **AI Extraction**: Integrate Gemini's multimodal capabilities to analyze uploaded documents/images and extract key entities: service categories, individual service names, pricing, and any descriptive notes. Prioritize robust handling of common variations. 3. **Data Display & Editing**: Present the extracted data in an editable, tabular format within the web UI. This should resemble an Excel sheet, allowing for quick inline corrections and additions by a human reviewer. 4. **Standardization Logic**: Implement basic rules to normalize service names and categories (e.g., 'Haircut - Men' vs. 'Men's Cut'). Provide a configurable mapping for category standardization. 5. **Excel Export**: A button to export the processed data into a `.xlsx` file, formatted according to a provided template (assume a basic template: Category | Service Name | Price | Description). Focus on accuracy for common salon menu layouts. For the initial phase, hardcode a few example menu structures to demonstrate parsing.
Hi everyone, I am the founder of Scuts, a salon appointment booking platform based in Bengaluru. We currently work with around 80 salons and are expanding rapidly. As we onboard more salons, we need help preparing standardized Excel sheets containing salon service menus, pricing, categories, and related information before they are uploaded to our platform. What the work involves: * Reviewing salon menu information (images, PDFs, price lists, etc.) * Organizing the data into our standardized Excel format * Ensuring categories, service names, and pricing are entered accurately * Following a process that we will teach during onboarding Requirements: * Good attention to detail * Basic to intermediate Excel skills * Ability to follow guidelines consistently * Reliable communication Compensation: * Paid on a per-menu-sheet basis * Training and templates will be provided * Remote work If you're interested, please DM me. Happy to answer any questions.   submitted by   /u/Appropriate_Skin_807 [link]   [comments]
Standard AI SDK integration
Standard Next.js deployment
Standard database for Next.js apps
Familiarity with libraries like PyPDF2, Tesseract for non-AI fallback - ~few hours
Learn it: OpenCV tutorials ↗
DM the Reddit author u/Appropriate_Skin_807 on Reddit.
“Hi, I saw your post looking for help with standardizing salon menus for Scuts. I specialize in building AI-powered automation tools. I could develop a solution to significantly speed up your menu standardization process, handling various formats like PDFs and images automatically. I'd be happy to demonstrate how it could work with a few of your existing menu examples to show a much more scalable and efficient approach than manual per-sheet work.”
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