Delivered AI, GenAI, and ML solutions for mortgage credit risk, fraud detection, and regulatory analytics. Built production-grade ML pipelines on GCP, designed and deployed credit risk and loan default models, implemented Vertex AI Conversational AI and RAG pipelines, engineered fraud/anomaly detection, customer segmentation, and recommendations; developed scalable ETL/ELT pipelines; established MLOps with MLflow, Docker, Kubernetes, and CI/CD; built dashboards in Power BI/Tableau; built LLM-grounded semantic search and document summarization; integrated AI with enterprise systems and knowledge bases; deployed AWS GenAI architectures as well.

Data Scientist (AI / ML Engineer) at Truist

September 1, 2020 - June 1, 2023

Developed risk analytics and customer intelligence solutions for banking, including credit risk and loan default modeling, fraud detection, customer segmentation, and product recommendations. Implemented GenAI/NLP workflows for risk and customer analytics; built MLOps pipelines and dashboards; integrated data from core banking systems and CRM.

Data Scientist with Machine Learning at eBay

March 1, 2018 - August 1, 2020

Built predictive models for customer retention and demand forecasting, developed recommendation systems, applied NLP for customer feedback and sentiment, and led AI-enabled finance process optimization; built semantic search and knowledge retrieval with embeddings and vector databases; implemented ML pipelines for experimentation and production.

Data Analyst / Junior Data Scientist at LTI Mindtree

July 1, 2013 - December 1, 2016

Supported enterprise analytics and predictive modeling across customer analytics, sales forecasting, and operations; built ETL pipelines, dashboards, and ML workflows; contributed to NLP and knowledge retrieval, and AI enablement for finance teams; collaborated with stakeholders to deliver scalable AI/ML solutions.