Feedback details

(3.5)

Project feedback

This has been an incredible learning experience with a well-rounded exploration of data extraction, LLM-powered data processing, and the importance of clear documentation. The project offered hands-on exposure to cutting-edge tools and workflows. My only constructive feedback would be that the project could benefit from more clearly defined, objective goals. Additionally, some parts could have been further optimized through affordable third-party APIs. Given the constraints of a free-tier setup, the LLMs used weren't always able to deliver the highest quality outputs—but within those limits, the project was a really amazing learning experience.
Author
He / Him
Learner
Challenge
Level UP: March 2025
Project
Smart Grant Recommendation Engine
Created At
May 12, 2025