Implemented modern technologies such as:- Machine Learning: Created business assets through deployment of R Shiny and machine learning models (geo-referenced floor plans, employee sick predictions)- API's: Led correspondence with our SaaS vendor regarding options of accessing data. Convinced stakeholders to invest toward programmatic access; Built, tested, and deployed our core R API package "megamation" for data extraction using automated testing, CI/CD, and other best… Show more Implemented modern technologies such as:- Machine Learning: Created business assets through deployment of R Shiny and machine learning models (geo-referenced floor plans, employee sick predictions)- API's: Led correspondence with our SaaS vendor regarding options of accessing data. Convinced stakeholders to invest toward programmatic access; Built, tested, and deployed our core R API package "megamation" for data extraction using automated testing, CI/CD, and other best practices per Hadley's R Packages (https://r-pkgs.org/) and Tidy Design Principles (https://design.tidyverse.org/)- Databases: Translated data from a multivalue database into a relational format; Deployed PostgreSQL and automated schema creation for tables with thousands of features; Leading correspondence for migration to a central Azure Data Lake- ETL and ELT: Built recurrent, reproducible, assertive data pipelines using R; and emails of customized Excel reports using openxlsx2, Microsoft 365R (Microsoft Graph API), and blastula- Workflow Orchestration Management: Scheduled repeatable tasks with integrated monitoring and testing using technologies like Temporal, dbt, and make-files - UI/UX: Designed interactive reports with branding, table and plot design); Built free, scalable web dashboards using Docker, R Shiny, JavaScript, CSS, and HTML Show less

- Led a team of 40+ researchers (~10 professors) through statistical and data quality analyses- Provided quick turnaround of many statistical learning analyses (including one of Canada's first COVID studies toward a $100K gross profit- Built a machine learning model to convince stakeholders of months of data corruption by a $50K device- Introduced awareness of the multiple comparisons problem; researched and implemented the most up-to-date and efficient algorithm for minimizing… Show more - Led a team of 40+ researchers (~10 professors) through statistical and data quality analyses- Provided quick turnaround of many statistical learning analyses (including one of Canada's first COVID studies toward a $100K gross profit- Built a machine learning model to convince stakeholders of months of data corruption by a $50K device- Introduced awareness of the multiple comparisons problem; researched and implemented the most up-to-date and efficient algorithm for minimizing false discovery rates without jeapordizing statistical power (Benjamini-Hochberg p-values) Show less

- Interned abroad by way of Canada's prestigious Graduate Scholarship + Michael Smith Foreign Study Supplement- Consulted and navigated a team of 10 researchers (doctors, epidemiologists, and post-doc students) through advanced statistical learning methods (propensity scoring for causal analysis; multiple-imputation by chained equations for optimal replacement of missing data)- Learned and implemented reproducible high quality documents, reports, presentations, dashboards and websites… Show more - Interned abroad by way of Canada's prestigious Graduate Scholarship + Michael Smith Foreign Study Supplement- Consulted and navigated a team of 10 researchers (doctors, epidemiologists, and post-doc students) through advanced statistical learning methods (propensity scoring for causal analysis; multiple-imputation by chained equations for optimal replacement of missing data)- Learned and implemented reproducible high quality documents, reports, presentations, dashboards and websites using multiple languages including R, Python, and SQL Show less

- First-authored paper on virtual environments by executing all stages of a study- Second-authored paper on computer image perception as lead statistical analyst