Sandeep P. Email & Phone Number

Austin, Texas, United States

• Led R&D and productionization of sales forecasting model, ensuring compliance with data governance while enhancing accuracy through exploratory data analysis and feature creation techniques.
• Designed and developed robust data pipelines for demand and supply planning forecasting models, employing normalization and standardization for effective machine learning inputs.
• Developed statistical and ML models (supervised and unsupervised), utilizing lasso regression, bayesian model, and mixed models for sales forecasting.
• Optimized production processes, achieving a 8-fold reduction in processing time, and implemented model scoring, assessment and KPI’s for performance evaluation.

Austin, Texas, United States

• Led data analytics initiatives for customer remediation projects across small business personal lending, credit cards, and personal lines and loans, utilizing SAS, SQL, and Python for population identification.
• Created the data analytics approach and design, development, and maintenance of robust data pipelines for Extract, Transform, Load (ETL) processes.
• Utilized Agile/Scrum methodology to foster collaboration, adaptability, and iterative improvements, and presented data analytics approaches to senior leaders and data analytics solutions to external auditors for legal.
• Leveraged advanced analytics and data science techniques to address critical issues promptly and mitigate risks, resulting in improved outcomes and enhanced customer satisfaction.

Des Moines, Iowa, United States

• Utilized data management and analytics techniques to streamline policy conversion process, ensuring a transition to new systems while assessing risks and identifying optimization opportunities.
• Created a conversion tracking platform for life insurance policies, enhancing visibility into converted and new business policies, and developed a life insurance lapse monitoring model.
• Led analytics strategies, data science solution design, R&D for customer remediation projects.
• Developed various financial reporting and model performance tracking reports.
• Conducted comprehensive data analysis, ad-hoc reports for compliance and audit validations.
• Developed and productionized various dashboards and KPI matrices, developed financial reports, statistical and ML models for Lapse prediction.

New York, New York, United States

• Developed advanced analytics solutions to provide actionable insights, specializing in mortgage modeling and research.
• Developed and implemented behavioral models, supporting testing strategies for PD and cash flow models across various mortgage products.
• Interpreted and analyzed machine learning model outputs, extracting trends with comprehensive summaries and reports for credit risk management strategies.
• Developed and refined credit risk probability of default(PD) model, projected future cash flows and enhanced model performance through optimization and efficient code implementation.

Master Of Science - Ms, Finance And Risk Management

Bachelor Of Science - Bs, Mathematics - Industrial Engineering

Mathematics And Statistics