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.
Organize and Fix TikTok Business Accounts Category: Account Management, Advertising, Digital Marketing, Google Adwords, Internet Marketing, Marketing, Social Media Management, TikTok Budget: $10 - $30 USD
21-Aug-2025 03:52 GMT
Promotional Short Film Creation Category: Cinematography, Creative Writing, Film Production, Script Writing, Video Editing, Video Production, Video Services, Videography Budget: $30 - $250 AUD
Post 50 Land Sale Ads Category: Advertising, Content Writing, Copywriting, Data Entry, Excel, Facebook Marketing, Market Research, SEO Writing, Social Media Management, Social Media Marketing Budget: $2 - $8 USD
Video Ads Sales Campaign Category: Advertising, Digital Marketing, Facebook Ads, Facebook Marketing, Google Adwords, Instagram Marketing, Internet Marketing, Sales, Social Media Marketing, Video Ads Budget: ₹1500 - ₹12500 INR
21-Aug-2025 03:48 GMT
4K Relaxing Nature Videos Category: After Effects, Animation, Cinematography, Color Grading, Drone Photography, Video Editing, Video Production, Video Services Budget: ₹1500 - ₹12500 INR
