An Online Learning Platform
Built a plagiarism and AI-generated content detection tool for student submissions.
Headline Result
Flagged cases that the platform's previous basic checker had been missing.
01.The Challenge
The platform's existing plagiarism checker only matched against a small internal database and missed content copied from the wider web or generated by AI tools. For Online Learning Platform's education team specifically.
02.The Solution
Built a more thorough detection pipeline combining web-similarity search with stylistic pattern analysis, flagging submissions for instructor review. The approach leaned on Online Learning Platform's existing data rather than requiring a separate data-collection effort, which kept the timeline realistic.
03.How It Went
- 1Started with a short discovery phase to map out exactly what Online Learning Platform needed, and what a realistic could be done within 7 weeks.
- 2Development for Online Learning Platform centered on Python, HuggingFace, with an early working version ready well before the full feature set was finished.
- 3Rolled out to a smaller pilot group within Online Learning Platform first, then expanded once the early numbers held up under real usage ( The beta phase).
- 4Completed the work with Online Learning Platform with a working system.
04.Results
- Flagged cases the previous checker had been missing
- Gave instructors a similarity report instead of a flat pass/fail
- Kept final judgment with the instructor, not the algorithm
“Aryan'S team delivered the assigned project on time,the addition of tool made the our Platform's learners more efficient.”
— Director of Engineering, An Online Learning Platform