GenAI & AI/ML Engineer at Fulton Financial Corporation

Designed and deployed enterprise-grade Generative AI applications using GPT-4, Claude, Gemini, and Llama, reducing manual financial operations by 50%. Built RAG platforms using LangChain, OpenAI APIs, Hugging Face, and vector databases to improve knowledge retrieval accuracy by 40%. Engineered predictive analytics solutions for portfolio risk assessment and financial forecasting using ensemble learning. Automated ETL/ELT pipelines using AWS Glue, Airflow, Spark, and Lambda to reduce processing time. Built AI assistants for customer service, investment recommendations, and knowledge management. Developed AI-powered KYC/AML and regulatory compliance document processing, reducing review time by 65%. Implemented fraud and anomaly detection models and built scalable inference APIs using FastAPI and AWS Lambda. Implemented MLOps pipelines with MLflow, Docker, Kubernetes, Jenkins, and GitHub Actions, reducing deployment cycles by 70%. Optimized prompt engineering to reduce token usage while i

AI/ML Engineer at IBC Bank, Laredo, TX

Developed enterprise AI/ML solutions for fraud detection, credit risk modeling, customer segmentation, and transaction analytics. Built scalable ML pipelines for multi-terabyte banking datasets using Spark/PySpark, AWS EMR, and SageMaker. Created secure RAG applications for context-aware enterprise knowledge search. Built models for credit scoring, customer lifetime value prediction, and loan default forecasting. Automated data ingestion pipelines using AWS Glue, Lambda, Step Functions, and Airflow, reducing manual intervention by 60%. Deployed models via SageMaker real-time and batch endpoints. Implemented feature engineering and optimization to improve accuracy by 20–30%. Designed ETL frameworks integrating S3, Athena, Glue Catalog, Redshift, and EMR. Conducted advanced statistical analysis and built executive dashboards using Power BI/Plotly/Matplotlib. Improved deployment efficiency with Git workflows, CI/CD, and MLflow lifecycle management.