Soujan Wuluvrna Dhanesh Kumar

Ai Ml Engineer @JPMorganChase

CA, US

Developed and deployed scalable machine learning models for fraud detection and credit risk scoring, leveraging Python, Scikit-learn, and XGBoost to enhance predictive accuracy by 18%.• Built end-to-end MLOps pipelines using AWS SageMaker, Docker, and Airflow, automating data ingestion, model retraining, and deployment to reduce operational latency by 30%.• Implemented LLM-based solutions for financial document analysis and customer service automation using GPT models, LangChain, and Retrieval-Augmented Generation (RAG).• Designed model monitoring and versioning frameworks with CI/CD pipelines (Jenkins, Git, Kubernetes), ensuring reproducibility and regulatory compliance for model governance.• Partnered with cross-functional teams across data engineering, compliance, and risk management to align model outputs with financial regulations and explainability standards.• Conducted feature engineering and data quality assessments using Pandas, SQL, and Feature Stores, optimizing input datasets for both real-time and batch inference systems.

California State University, Long Beach

Master's degree, Management Information Systems, General

Dayananda Sagar Institutions

Bachelor of Technology - BTech, Computer Science