COLE RAMOS
Fannie Mae
Arlington,VA
5
years of professional experience
Experienced with managing large-scale datasets and ensuring data integrity. Utilizes advanced tools and techniques for data analysis and reporting. Strong understanding of data governance and compliance standards.
Work History
Data Management
1 Year 8 Months- Work at the intersection of data quality, metadata intelligence, and AI driven predictive workflows.
- Direct data management initiatives, strengthening data quality, and enabling consistent AI consumption.
- Built and maintained ML-enabled data quality scoring pipelines to evaluate dataset fitness.
- Building and maintaining ML-enabled data quality scoring pipelines that evaluate dataset fitness.
- Directed data management initiatives to strengthen data quality and enable consistent AI consumption.
- Spearhead development of automated validation scripts (Python/SQL) to detect metadata anomalies.
- Designing lineage verification, comparing semantics against model expectations to flag drift.
- Expand the enterprise data catalog by onboarding new datasets and documenting lineage.
- Led AI-enabled data management capabilities to enhance metadata enrichment and improve operational efficiency.
Data Analyst
- Analyzed complex data sets to identify patterns and trends, supporting informed decision-making.
- Created and presented insightful reports using statistical techniques, guiding strategic initiatives.
- Evaluated and refined data storage and collection systems to improve data quality and enhance statistical analysis.
Site Reliability Engineer
- Developed monitoring and observability framework in Dynatrace for new application, enhancing visibility across environments.
- Configured management zones for streamlined monitoring across development, testing, and production environments.
- Optimized data flow from Kubernetes clusters and established SLOs for critical metrics, improving reliability.
Client Visualization Developer
- Developed data gathering and categorization tools across Citrix, enhancing data management processes.
- Collaborated with Scrum teams on software development, supporting successful project delivery.
- Delivered a project overview presentation to over 200 interns, mentors, and managers, fostering engagement and understanding.
Education
Bachelor of Science - Computer Information Systems, Minor in Business Administration
Skills
Technical: Data Analysis
Data Quality Assurance
System Optimization.
Soft Skills: Active Listening
Teamwork
Data Governance
Critical analysis
Solutions-oriented
Metadata Management
Tools: Collibra
GitLab
Spring Boot
AWS
Dynatrace
Kubernetes
Google Suite
Looker BI
GitHub
Jira
Tableau
BigQuery.
Programming Languages: Data Integration Development
Java
C#
SQL
Python
Git
Powershell
Bash/Shell.
Data quality assurance
Statistical analysis
Metadata management
SQL proficiency
Machine learning
Data governance
Python programming
Data security
Timeline
Data Management
Fannie Mae
01.2025 - CurrentRead More
Data Analyst
Revature
01.2024 - 01.2024Read More
Site Reliability Engineer
Centene Corporation
01.2023 - 01.2023Read More
Client Visualization Developer
Centene Corporation
01.2022 - 01.2022Read More
Clemson University
Bachelor of Science from Computer Information Systems, Minor in Business Administration
Read More