ESG Intent Prediction Tool

  • Role: Deep Learning Engineer
  • Client: Prudential Thailand
  • Technology: NLP - BERT
  • Demo URL: Comming Soon!!!

Project Description :

The objective of the project is to analyze the annual report of a firm using a NLP model which can categorize the given sentence into ESG (Environment Social Goverence) buckets, So that Investment mangers can get a crisp view of the firm which will help them in taking informed decision.

Responsibilities: :

  • Domain specific BERT Model training and further fine tunning.
  • Using MLflow to maintaian and track the model performance.
  • Pacaked model into PySpark to take advantage of faster inference on millions of document.
  • Model Packaging and Deployment using databricks and Azure devops.