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Data Analyst with less than a year in Data Architecture & SQL
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Assessing your cultural and operational fit
Data Analyst & Mathematics Student specializing in Data Architecture & Statistical Rigor. Expert in building end-to-end ETL pipelines & transforming complex logic into insights using SQL, Python, and Power BI, focused on data integrity and robust relational modeling & cleaning.
Universidad Nacional Abierta
Bachelor's Degree · Mathematics
August 1, 2023 – Present
Select Portfolio Servicing, INC
Customer Care Expert (Bilingual)
December 1, 2024 – July 1, 2025
Salt Lake City, Utah, United States
J Lopez Enterprises / TruBuyers
Virtual Assistant & Lead Generation Specialist (Bilingual)
September 1, 2022 – April 1, 2024
Nutley, New Jersey, United States
Lumina Fashion Group: End-to-End Retail Analytics
January 1, 2026 – January 1, 2026
Designed and implemented a Star Schema to unify 4 fragmented data domains, ensuring referential integrity through SQLAlchemy and Python. Executed advanced EDA to identify "Discount Inelasticity," proving that discounts >20% reduced profit margins without increasing sales volume. Proposed a 15% margin optimization roadmap based on categorical performance and customer behavior analysis. Sanitized 1,000+ records with null values and categorical noise, achieving a zero-bias dataset for executive reporting.
IBM Data Analyst Professional Certificate
IBM
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's project 'Lumina Fashion Group: End-to-End Retail Analytics' showcases initiative and a proactive approach to problem-solving, aligning with a culture that values self-starters. The focus on data integrity, robust relational modeling, and cleaning indicates a commitment to quality. While the professional experience is not directly in data analysis, the transferable skills in data management and reporting, combined with the IBM Data Analyst Professional Certificate and ongoing Mathematics degree, suggest a strong drive to transition and grow within the data field. The bilingual skills also contribute positively to cultural diversity and communication within a team.
Soft Skills & Operational Fit
The candidate demonstrates strong organizational skills and attention to detail through managing CRM databases and client records. Experience in optimizing outreach strategies by analyzing customer interaction data suggests an analytical mindset applicable to operational improvements. The ability to maintain high data accuracy in fast-paced environments indicates good stress handling and reliability. The project description also highlights data storytelling and stakeholder communication, which are critical for a Data Analyst.