Youth is a gift of God- Age is work of Art
What it does
Generates scores and classifies if the given statement/ input has an ESG indication.
How we built it
We used Python for programming and HugginFace- Transformers to create embeddings and calculate the similarity with the trained BERT model and user input.
Challenges we ran into
Creating embeddings proved to be time effective for a dataset of around 3 lacs and almost impossible with external servers.
Accomplishments that we're proud of
Managed to reach the end with the solution we thought of !
What we learned
Hackathons are the best and faster way to learn and utilize the perks of teamwork.
What's next for ESG_Grader
A Search Engine with ESG grading-based page ranking, and many more!