Strategic Consultant — Data & GRC
Jan 2026 – Present
Compliant Mortgage Solutions
📍 Remote
- Provided expert consulting to financial services institutions, defining enterprise data strategies and AI integration roadmaps that delivered measurable ROI.
- Led the development of advanced GRC and analytics ecosystems, achieving 53% faster reporting and enhanced data visibility for executive decision-making.
- Drove operational transformation through automation and technology integration, resulting in a 61% reduction in manual tasks and an 18% improvement in operational oversight.
- Directed the development of data platforms to support enterprise-wide data initiatives and the transition to AI-driven decision-making.
VP, Compliance
Feb 2025 – Dec 2025
Finance of America
📍 Remote · AML/BSA Officer · Fair Lending Officer
- Served as AML/BSA and Fair Lending Officer, leading the Compliance team across Fraud Investigations, Consumer Complaints, Compliance Testing, Issues Management, and Regulatory Reporting; active member of the Fair Lending and AI/Data Governance Committees.
- Revamped AML/BSA Program by updating the algorithm and fully automating the OFAC check process, updating policies and procedures, enhancing investigation protocols, and developing the internal risk assessment framework.
- Established Fair Lending Risk Framework incorporating internal risk assessment, related processes, and Regression Analyses.
- Shifted Compliance Testing to a risk-based, preventative unit using automation and revamping of testing scripts together with Statistical data sampling for greater efficiency.
- Partnered with Operations to resolve systemic escalations and design scalable operating models that improved cross-functional delivery.
- Developed Regulatory Reporting database to ensure data consistency, which reduced FTE hours by 17% and helped identify root causes of LOS and process issues affecting downstream reporting.
- Developed Fair Lending Regression Analysis data structure and quality checks.
- Established and developed formula-based semi-automated Risk Assessments to enhance compliance organization.
- Partnered with the AI Task Force to develop the enterprise AI strategy and implement Ethical AI / Responsible AI practices, resulting in a 21% increase in data retrieval speeds and maintaining 100% quality and integrity.
- Collaborated with the enterprise data team to implement a more robust data platform and data governance frameworks, reducing data inconsistencies by 24% and ensuring 100% compliance across enterprise data initiatives.
Strategic Consultant — Compliance & Ops Risk
May 2023 – Jan 2025
Compliant Mortgage Solutions
📍 Remote
- Provided strategic consulting in enterprise risk, IT risk, and governance, driving strategic data and compliance initiatives for mortgage lenders.
- Led fair lending programs and regulatory filings (NMLS, MCR, HMDA), achieving a 29% improvement in compliance outcomes through advanced regression and steering analyses.
- Designed controls to address operational gaps, reducing compliance failures by 63% and enhancing monitoring for call centers and cybersecurity risks.
- Developed advanced analytics and GRC systems that improved risk visibility and accelerated regulatory reporting efficiency by 42%.
- Built statistical sampling methodologies for quality control and implemented comprehensive Third-Party Risk Management (TPRM) programs.
Key Achievements
- 48% reduction in operational risk exposure through predictive analytics
- 53% improvement in audit pass rates
- 68% reduction in compliance costs via GRC platform deployment
Director of Governance & Reporting (Risk & Compliance)
Sep 2017 – Apr 2023
American Advisors Group (AAG)
📍 Irvine, CA
- Directed the full-lifecycle development of an Enterprise Data Mart and AI-driven GRC framework, providing real-time KPIs/KRIs that reduced operational overhead by 47%.
- Chaired the Operations Risk and Technology Committee, partnering with the COO and C-suite to drive enterprise-wide risk governance and strategic mitigation.
- Led the development of AI-driven RPA solutions and automated LOS review processes, increasing operational efficiency by 28%.
- Directed Third-Party Risk Management (TPRM) and IT Risk/Cybersecurity frameworks, reducing risk issues by 19% through enhanced automated oversight.
- Architected scalable operational models and delivery frameworks to close organizational gaps, ensuring risk controls aligned with enterprise ROI objectives.
- Led a cross-functional team of 22, fostering a data-driven culture through analytics workshops and high-quality performance management.
Key Achievements
- 36% reduction in issue resolution time
- 72% savings in compliance-related costs via GRC systems
- 53% mitigation of vendor-related risks through TPRM frameworks
Strategic Consultant — Compliance & Ops Risk
Apr 2017 – Sep 2017
Compliant Mortgage Solutions
📍 Remote
- Delivered enterprise-wide risk and compliance strategies for mortgage lenders, focusing on regulatory data alignment and governance frameworks.
- Directed database development and statistical data modeling initiatives to address operational gaps and resolve compliance system failures.
- Executed regression analyses for fair lending evaluations and redlining reviews, ensuring data-driven regulatory adherence.
- Designed scalable operating models and per diem metric analyses for California-based lenders to maintain full compliance with state requirements.
Director of Compliance Initiatives & Analytics
Mar 2014 – Apr 2017
Prospect Mortgage (Homebridge Financial Services)
📍 Dallas, TX & Sherman Oaks, CA
- Served as the primary compliance contact, leading the development of GRC systems, regulatory databases (HMDA, tracking mainframe), and social media monitoring, which improved compliance accuracy by 84%.
- Led strategic analytics initiatives that reduced compliance risks by 27% through cross-functional process improvements and predictive modeling.
- Partnered with the Chief Fair Lending Officer to execute statistical analyses (regression, redlining, steering), achieving a 68% improvement in audit outcomes.
- Developed an Operational Risk model and updated QC systems using statistical sampling, reducing operational failures by 34% in the first year.
- Created a systematic approach for the Licensing Department to manage non-licensable activities and NMLS reporting, reducing filing errors by 39%.
- Designed and implemented compliance tools and applications that drove a 42% increase in departmental efficiency and faster decision-making.
- Partnered with product and credit teams to embed predictive models into core products, driving a 20% increase in engagement and revenue.
- Trained a team of 5 analysts in advanced programming and led monthly analytics workshops to foster a data-driven culture.
- Developed a data literacy and culture program to enhance understanding and effective use of data across the compliance organization.
- Collaborated on the development of an Azure-based modern data architecture to support enterprise-wide data initiatives and AI/ML integration.
Key Achievements
- 67% reduction in processing time via HMDA review system
- 32% reduction in compliance costs through enhanced GRC systems
- 68% improvement in audit outcomes through fair lending programs
Senior Analyst (Mgr.), Portfolio, Operational & Risk Analytics
Apr 2011 – Mar 2014
Vericrest Financial (Caliber Home Loans)
📍 Dallas, TX
- Served as a senior member of the Portfolio Risk and Analytics Management Team, overseeing the production and maintenance of 93 monthly reports and risk models for compliance and asset management.
- Instituted a holistic reporting approach to quantify risk metrics and recommended workflow changes that improved operational efficiency by 26% across multiple business units.
- Developed key data structures for the ASPECT dialer system, investor data reporting (S&P, Moody's), and standardized metrics for regulatory agencies and GSEs.
- Created the Portfolio Risk monthly reporting package, providing actionable insights to 13 executive team members and boosting operational consistency and transparency.
- Directed all compliance reports and strategic initiatives for the compliance division while supporting mortgage state licensing efforts.
Key Achievements
- 26% improvement in operational efficiency through streamlined portfolio risk reporting
- 71% reduction in reporting errors with standardized metrics
- 49% cost savings through actionable portfolio risk insights