Suresh Narra

Ai Ml Engineer @Northern Trust

Designed LLM-based summarization models for internal research and analyst reports using Hugging Face Transformers, reducing manual effort by 40%. Engineered a Generative AI-driven RAG system for wealth advisory teams to query structured portfolio data and unstructured analyst commentary. Integrated fine-tuned LLMs (e.g, BERT, LLaMA) with private financial datasets to support risk analysis and client profiling with enhanced contextual reasoning. Built explainable credit scoring models with SHAP and LIME, embedded within a FastAPI microservice, serving thousands of daily client evaluations. Deployed ML systems with AWS SageMaker + Docker + Kubernetes, exposing RESTful endpoints integrated into legacy portfolio management tools. Created model monitoring dashboards with MLflow, Prometheus, and Grafana, ensuring audit-ready insights and regulatory compliance. Automated workflows for model training, scoring, and retraining using Apache Airflow and AWS Lambda.