Engineered a data warehouse consolidating security incident data from 550+ stores for a global retailer, delivering unified global visibility, cross-region trend comparison, and theft and threat pattern detection. Developed game analytics workflows in BigQuery analyzing player progression, feature activation, and monetization patterns across ~2.4M players, delivering individual-vs-population behavioral benchmarks validated for expert testimony in U.S. litigation. Designed an automated risk scoring system (AWS Lambda, Step Functions, S3, Redshift) that processes threat intelligence to proactively flag vulnerabilities across global data centers, replacing manual security reviews with continuous scoring. Built an anomaly detection pipeline (Python, BeautifulSoup, Selenium) that scrapes e-commerce platforms to identify counterfeit vendors and pricing irregularities, supporting client brand-protection investigations.

- Created tools with Python and C#, reducing daily task time from days to minutes, increasing efficiency by 50%. - Designed data pipelines using Apache Spark, Python, SQL, Airflow, and Azure cognitive services for clients across various industries. - Developed dashboards using Power BI and Tableau to translate complex data findings into clear and concise recommendations. - Implemented data analytics and software development best practices, including version control, CI/CD, code reviews, unit testing, and documentation.

Built a geospatial analytics pipeline processing truck GPS data for a mining client investigating in-transit material losses, powering a dashboard that identified the specific drivers and locations of unauthorized stops. Developed a pricing analysis workflow (SQL, Power BI) cross-referencing sales and production data for a flower exporter, isolating the specific customers receiving unjustified below-market prices. Automated repetitive team workflows with custom Python tools, reducing task execution time by 50% and freeing capacity for client-facing analysis.

- Enforced spending controls, ensured cost accuracy, and optimized inventory purchasing, resulting in a 25% reduction in operational costs. - Managed annual budgets, integrating financial projections and cost management strategies to align with business goals and enhance profitability. - Analyzed data to track business performance, using customer segmentation to boost marketing and customer experience, leading to up to 30% annual sales growth.

Founded and managed restaurant recognized among Panama City’s best by Degusta in 2017. Reduced operational costs by 25% through cost accounting, menu engineering, and supplier optimization.

Reduced operating costs by 10% through supplier renegotiations and cash flow optimization. Managed budgeting, forecasting, and financial reporting for senior stakeholders.