Data analyst specializing in large administrative datasets and statistical modeling, transforming complex operational data into insights that inform policy, program evaluation, and executive decision-making. Experienced working with high-variance administrative datasets across multiple reporting systems and translating analytical results into clear reporting for technical and executive audiences.Statistical Modeling
Regression modeling · Clustering · ANOVA · R & SPSS · Multivariate analysis · Feature engineering · Model validation · Statistical computingMachine Learning
Supervised learning · Classification models · Cross-validation · Performance evaluation · Model documentationAdvanced SQL & Data Systems
Complex joins · CTEs · Temporary tables · Aggregations · Relational data extraction · Schema normalizationData Transformation & Quality
Administrative data cleaning · Derived variable construction · Data validation pipelines · Reproducible workflows · Automated data processingData Visualization & Decision Support
Executive reporting · KPI design · Dashboard development (Power BI) · Data storytelling · Technical-to-nontechnical translation
Edmonton, Alberta, Canada
amanda [at] amandamullins.ca
Creative editor and designer specializing in independent tabletop role-playing publications, anthology development, and community-funded projects. Experienced coordinating multi-author teams, shaping narrative and mechanical design, and managing the full editorial workflow from concept to publication.
Narrative & Game Design
Scenario writing · Worldbuilding · Rules and mechanics development · Technical documentation · Playability testing · Structural editing
Editorial & Publication Management
Multi-author coordination · Manuscript review · Quality assurance · Production readiness · Style consistency · Workflow organization
Project & Community Production
Crowdfunding campaign planning · Contributor communication · Release scheduling · Independent anthology editing · Small-team project leadership
Layout & Book Design
Page layout and typography · Print-ready PDF production · Layout design in Affinity Publisher · Asset placement and formatting · Publication-ready file preparation
Production & Workflow Design
Schedule coordination · Contributor management · Quality review cycles · Release preparationVisit Firepit Press for more details