RIDDHIMAAN ROY
@riddhimaanroy
Results-driven Data Scientist delivering production-ready AI/ML solutions for finance.
What I'm looking for
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.
Experience
Work history, roles, and key accomplishments
Data Scientist
Accenture Solutions Pvt Ltd
Jan 2022 - Present (4 years)
Delivered end-to-end AI/ML solutions for banking clients, deploying 16,000+ branch cash-forecast models and multiple credit, churn, and fraud models that improved CRL compliance from 57% to 89%, reduced data prep time ~60%, and produced 26% operational cost savings.
Education
Degrees, certifications, and relevant coursework
Bharti Vidyapeeth University
Bachelor of Technology, Computer Engineering
Completed a Bachelor of Technology in Computer Engineering, focusing on core computer engineering principles and practical projects.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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