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.