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.
Spotify Music Promotion Campaign Category: Advertising, Digital Marketing, Facebook Marketing, Influencer Marketing, Internet Marketing, Social Media Marketing, Spotify Ads, Twitter Budget: $30 - $250 CAD
18-May-2026 22:02 GMT
Cinematic BookTok Promo Video Category: After Effects, Animation, Color Grading, Content Creation, Social Media Marketing, Video Editing, Video Post Editing, Video Services Budget: $10 - $30 USD
Solar Industry B2B Lead Generation Specialist Category: B2B Marketing, CRM, Data Entry, Data Mining, Email Marketing, Lead Generation, Leads, Python, Web Scraping Budget: $250 - $750 USD
Sito vetrina software minimalista Category: HTML, PHP, UI / User Interface, UX / User Experience, Web Design, Web Development, WordPress Budget: €250 - €750 EUR
18-May-2026 21:51 GMT
Appointment-Focused Lead Site Category: API Development, Backend Development, Frontend Development, Graphic Design, HTML, PHP, Web Development, Web Design Budget: ₹12500 - ₹37500 INR
18-May-2026 21:50 GMT
3D Drifting Logo Animation Category: 3D Animation, 3D Graphic Design, 3D Modelling, After Effects, Animation, Blender, Cinema 4D, Visual Effects Budget: $10 - $30 USD
18-May-2026 21:49 GMT
Video Editor for Structured Company & Portfolio Video -- 2 Category: Adobe Premiere Pro, After Effects, DaVinci Resolve, Motion Graphics, Post Production, Video Editing, Video Post Editing, Video Processing, Video Production, Video Services Budget: ₹600 - ₹2000 INR
