Excel
David Valentine
Quantitative Analyst
Greater Orlando,FL
Summary
Experienced Quantitative Analyst with 5 years of experience in analytics, 4 of which in credit risk and collections. Successfully managed high-visibility projects from start to finish resulting in Pre-Charge Off and Recoveries surpassing 3+ million. Thorough understanding of data science encompassing big data, statistics, and machine learning techniques and business-related KPIs within the collections industry.
Overview
3
3
years of post-secondary education
5
5
years of professional experience
2
2
Certificates
Work History
Quantitative Analyst III
Bankers Healthcare Group
Remote, FL
09.2021 - Current
- Leveraged analytics to drive business development, productivity and process improvement.
- Used Classification and Regression algorithms to analyze and solve complex business problems.
- Used statistical methods to improve servicing strategies resulting in over 12% efficiency gains and reduction of approximately 1.2 million in operational expenses by redesigning priority routing and delayed account treatment.
AVP: Data Science Analyst
Bank Of America
Jacksonville, FL
09.2019 - 09.2021
- Improved collection strategies for consumer retail products leading to increased recoveries utilizing data science techniques such as customer segmentation and factor analysis.
- Developed quarterly roadmaps based on impact and effort, working with stakeholders to achieve short-term and long-term goals within tight deadlines.
- Mentored and led team of 7 junior analysts to lead analytical, compliance, and operational reporting for Consumer Credit Assistance, Bank of America's servicing arm.
- Used classification algorithms to anticipate payment based on roll rate stage (0-30, 30-60, etc.) and led redesign of collector strategies to reduce vehicle charge offs by approximately 5%, resulting in over 1.2 million in yearly savings.
Reporting Developer Analyst
Consumer Portfolio Services
Maitland, FL
04.2018 - 09.2019
- Created and improved intelligence resources to facilitate consistent data management strategies using Power BI and Tableau.
- Implemented A/B testing and change detection allowing senior management to quickly anticipate any financial impact of their decisions from collection strategies.
- Improved reporting through automation of 8 reporting processes with SAS EG with approximate time save of 30 minutes per day.
- Reduced charge offs through advanced segmentation analysis of portfolio to improve collection efforts with targeted treatment of customers resulting in approximately 650K in yearly savings.
Reporting Analyst
Falck Global Assistance
Lake Mary, FL
08.2017 - 10.2018
- Promoted from Reporting Clerk after year-long effort enhancing data integrity and reporting techniques while improving account receivable report deliverables.
- Worked alongside Finance, Operations, and Sales Leadership improving core operations with analytics and optimized productivity, reporting efficiency, and increased sales leads by roughly 10%, 35%, and 5% respectively.
Education
Master of Science - Analytics
Georgia Institute of Technology
Atlanta, GA 01.2020 - Current
Bachelor of Science - Legal Studies
University of Central Florida
Orlando, FL 01.2014 - 07.2015
Skills
Analytical skills
undefinedSoftware
Databricks
Power BI
SAS EG
Python
R
Tableau
Timeline
Quantitative Analyst III
Bankers Healthcare Group
09.2021 - Current
University of Michigan: Python 3 Programming
02-2020
Master of Science - Analytics
Georgia Institute of Technology
01.2020 - Current
AVP: Data Science Analyst
Bank Of America
09.2019 - 09.2021
HarvardX: Professional Certificate in Data Science
06-2019
Reporting Developer Analyst
Consumer Portfolio Services
04.2018 - 09.2019
Reporting Analyst
Falck Global Assistance
08.2017 - 10.2018
Bachelor of Science - Legal Studies
University of Central Florida
01.2014 - 07.2015
Certification
University of Michigan: Python 3 Programming
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