Arijit Das

Data Scientist @ERGO

Düsseldorf, DE

Worked on multiple business use cases, mainly using LLM-based document extraction and Generative AI-based Document ChatBot deployment. • Developed an MVP for Retrieval Augment Generation, which in the future would allow customers to ask about any ERGO product. • Developed MLOps pipelines for deploying classification and extraction models for large-scale semi-structured documents on the AWS Sagemaker platform. • The implemented NLP pipeline is based on Mosaic ML Streaming, PyTorch Lightning, MLFlow, and Fast-API for pre-processing, training/validation, experiment management, and server deployment, respectively.