Hope you're well!
We’re a non-profit working with over 8,000 students across the UK, and we’re building a system to automate the marking and feedback process for student submissions on Google Classroom.
The system will need to:
- Download student work as PDFs from Google Classroom
- Feed each submission into an AI model to generate feedback and a grade
- Return that feedback to students
- Flag harmful content for manual review
- Highlight the top 10 submissions each week for staff review
We’re currently exploring two possible approaches:
- One using Google Classroom APIs and an online AI model (e.g. ChatGPT via API)
- Another using browser automation (e.g. Python + Selenium) with a locally hosted AI model
We’re open to suggestions on the best way forward and would love to hear your thoughts on what’s most technically viable and efficient. This is part of a wider effort to improve education and safeguarding — and while we’re a non-profit, we do have a solid budget set aside for this work.
If this sounds like something you could support, please do get in touch. We'd love to hear how you'd approach it.
Puzzle Mobile Game Development Category: Android, Game Design, IPhone, Mobile App Development, Prototyping, UI / User Interface, Unity, Unity 3D Budget: $10 - $1000000 USD
WhatsApp Business API Integration Category: Android, Android App Development, API Integration, IOS Development, IPhone, Mobile App Development, PHP, REST API Budget: ₹1500 - ₹12500 INR
20 Dec 2025 10:58 GMT
Penulis Artikel Wisata Gresik, Jawa Timur Category: Article Writing, Blog Design, Blog Writing, Content Marketing, Content Writing, Copywriting, SEO, Translation Budget: $15 - $25 USD
20 Dec 2025 10:58 GMT
Bimbingan Karir Video Bahasa Indonesia Category: Content Creation, Copywriting, Data Entry, Excel, Instructional Design, Translation, Video Editing, Video Production Budget: min $50 USD
20 Dec 2025 10:58 GMT
Word Docs Text Re-Entrer google sheet Category: Copywriting, Data Entry, Data Processing, Excel, Google Sheets, Microsoft Word, Typing, Word, Word Processing Budget: $15 - $25 USD
20 Dec 2025 10:57 GMT
My video editing work Category: Adobe Premiere Pro, After Effects, Audio Editing, DaVinci Resolve, Final Cut Pro, Video Editing, Video Post Editing, Video Production, Video Services, Video Upload Budget: $30 - $250 USD
20 Dec 2025 10:57 GMT
Craft My History PhD Paper Category: Academic Writing, Editing, Ghostwriting, History, Proofreading, Research, Research Writing Budget: ₹750 - ₹1250 INR
Resize and Adapt Ads for Meta & Google Category: Advertisement Design, Advertising, Banner Design, Google Ads, Graphic Design, Photoshop, Video Ads, Video Editing Budget: $30 - $250 USD
