Education
Bachelor of Arts - Philosophy August 2017
University of Tampa
Master of Science in Business Analytics (MSBA) December 2023
Georgetown University
Work Experience
Citigroup New York City, NY
Finance - Data Analytics and AI/ML Lead 07/2024 – Present
Designed and delivered a proof of concept (PoC) to ensure data accuracy from point-of-entry in legal contracts through to downstream accounting systems—enabling full traceability and assurance in financial reporting.
Identify, engage, and manage relationships with key stakeholders across enterprise functions, lines of business, and regulatory bodies.
Partnered with engineering, finance, and governance teams to ensure technical solutions are scalable, business-aligned, and compliant with internal controls and regulatory standards.
Supported the design of long-term analytics and AI/ML roadmaps, focused on scalable, production-ready pipelines that drive personalization, inventory optimization, and operational intelligence
Establish an AI governance framework to manage model risk, validation, and compliance.
Deploy AI models in production using Machine Learning Operations (MLOps) and automation frameworks.
Serve as a liaison between the Enterprise Data Office and business units to drive strategic data initiatives.
Data Governance/Quality Lead 09/2021- 07/2024
Applied machine learning techniques to drive data quality intelligence, enabling early identification of anomalies and inaccuracies at scale using metadata enrichment and classification models.
Classified & Managed Data Assets: Reviewed and categorized 30+ applications handling lending, deposits, and customer data, ensuring regulatory compliance.
Developed End-to-End Data Framework: Designed a comprehensive framework covering critical data elements, controls, profiling, data quality rules, and lineage.
Data Quality & Governance: Engineered profiling for thousands of attributes, implemented data quality rules across key platforms, and built a Data Quality Scorecard for stakeholder insights.
Visualization & Insights: Created Tableau-based solutions integrating data quality assessments, profiling, and lineage, enhancing transparency and decision-making.
Strategic Leadership & Innovation: Led digital transformation initiatives, strengthened data methodologies, and acted as a Product Owner, managing vision, development, and stakeholder impact. .
UBS New Jersey/New York
Group Compliance, Regulatory and Governance - Data Lineage Workstream Lead 03/2020 - 09/2021
Led and managed an effective team of Business Analysts whose prominent role was to capture end-to-end processes with business stakeholders.
Enforced rigorous adherence to implemented processes and exacting quality assurance standards.
Proficiently navigated diverse levels of granularity, ensuring seamless execution and optimization across all operational tiers.
Ensured an excellent standard for all aspects of delivery and governance, including planning and status reporting, management of critical risks and issues, and timely escalation.
Established relationships across the organization to understand, interpret, and document the bank’s data flow in line with the Data Management Office (DMO) methodology and framework.
Raised process, methodology, and tooling challenges and requirements for the change team.
Championed a culture of collaboration within the organization by fostering energetic cross-functional partnerships.
Co-led project UX Design - Collibra Platform.
Citigroup Tampa, FL
Global Consumer Banking - Data Governance Lead Analyst 07/2017 - 01/2020
Strategically orchestrated the formulation of a data governance framework tailored to the Asia and Mexico region, devising cost-saving strategies, risk management protocols, and service enhancements.
Developed control structures within regional applications to ensure the accuracy and quality of data through all upstream and downstream data channels.
Managed and communicated between different Lines of Business and Sectors to complete projects.
Conducted and documented end-to-end processes for data tracing through multiple data sources.
Experienced in creating Data Governance Policies, Business Glossary, Data Dictionary, Reference Data, Data Flows (E2E Processes), and Data Quality Rules.
Performed GAP analysis to assess “AS-IS” and “TO-BE” scenarios and created process flow diagrams for all such scenarios and improvement opportunities.
LATAM Market Analyst - Data Analyst 09/2014 - 02/2017
Performed data research and analytical tasks to comply with the client’s SLA.
Processed Voluntary and Mandatory Corporate Actions (Event and Entitlement Creation, Payment)
Read SWIFT messages to prepare for the corporate action event and inform the client.
Handled, prepared, and answered corporate action queries relating to company meetings.
Regulatory Projects
BCBS 239 (Article III and V)
FRY-14, CCAR
Dodd-Frank 1071
Professional involvement and service
Co-Chair of Queer Women+ group (Pride Network NYC)
Diversity Operating Committee Member (DOC)
Guess Speaker for multiple Diversity Equity and Inclusion Programs
Co-lead of Voice of Employee for Citi Commercial Banking
Winner of Pride+ Impact Innovation Challenge
Skills
Managed a team of 20-25 people in the First Legal Area
Strong skills in Microsoft Office Suite and Collibra, Salesforce, Tableau, SQL, Python, Agile Projects
Intermedia knowledge in MicroStrategy, Core, Blueworks Visio, R-Studio
Exceptional communication prowess, experienced at engaging effectively at executive levels.
Able to work successfully in a fast-paced, ever-changing, performance-driven environment
Strong analytical expertise, adept time management skills, and decisive decision-making capabilities
Highly self-motivated, proficient in autonomously managing tasks with minimal oversight
Led multiple cross-functional teams and coordinated with five different business partners toward the successful launch of the Regulatory deliverable
Ability to write various documents such as processes, controls, and procedures
Teaching Assistant - Women Studies - Spring 2015
Languages
Proficient, fluent, written and verbal in English and Spanish