RIDDHIMAAN ROY

I am a results-driven Data Scientist with over 3 years of experience delivering scalable AI/ML solutions across banking and financial services. I specialize in end-to-end model development, deployment, and optimization, applying techniques from credit risk and liquidity forecasting to NLP and customer analytics.

I build production-grade pipelines using Python, PySpark, MLflow, Airflow and CI/CD, and focus on explainability with SHAP and robust monitoring. My work has produced measurable business outcomes — including improved compliance, cost savings, higher campaign ROI, and improved provisioning accuracy.

I collaborate with cross-functional stakeholders, drive feature-store and reuse initiatives, and prioritize automation and operationalization to accelerate model adoption and reduce time-to-value.