Projects

My portfolio is organized around the work where I have the strongest long-term alignment: product education, developer enablement, AI-supported learning systems, technical documentation, product launch support, and applied analytics education.

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Featured Work: Product Education, Developer Enablement, and AI Learning Strategy

• API and Developer Education for Technical Products
  Built and delivered API demos, developer-facing examples, technical guidance, and product education for complex analytical platforms. This page connects IMPLAN API education with GAUSS API design, documentation, and technical examples.

• Education Strategy, Learning Paths, and Content Roadmaps
  Used support-ticket patterns, survey feedback, and AI-assisted analysis to identify learning gaps and recommend structured education paths for employees, customers, and emerging customer segments.

• AI Learning and Workflow Enablement
  Designed internal AI learning programs and built AI-assisted workflows for documentation, content development, code examples, and support operations.

• Learning Systems, Documentation, and Measurement
  Built education systems that scale: documentation hubs, LMS planning, KPI dashboards, reporting structures, support-deflection resources, and content maintenance practices.

• Product Development, Launch, and GTM Education
  Helped plan, develop, launch, promote, and support technical products and add-on offerings through product education, customer messaging, demos, technical examples, and launch resources.

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Supporting Technical Portfolio

• Building and Teaching Advanced Time-Series Tools in GAUSS
  Led development, API design, modernization, documentation, and education for advanced econometric modeling tools used by researchers, analysts, and students.

• GAUSS GitHub Transition and Collaboration Hub
  Created the Aptech GitHub organization and helped modernize public documentation, open-source resources, client collaboration, and technical resource sharing.

• GAUSS tspdlib Library
  Led structure, documentation, outreach, and adoption support for an open-source GAUSS library that became one of Aptech’s most widely used user-contributed resources.

• GAUSS Online Documentation Hub
  Managed the migration from static manuals to a searchable, online-first documentation system with practical examples, improved self-service, and AI-assisted documentation workflows.

• GAUSS Data Analytics Blog
  Authored tutorials, applied guides, and product-focused content that supported customer education, product marketing, and new capability adoption.

• GAUSS Onboarding Video Series
  Led instructional design, scripting, production coordination, and quality control for video-based onboarding resources.

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Applied Economics and Responsible Model Use

• Responsible Education for Economic Impact Analysis
  Combined training, interpretation guidance, and appropriate-use resources to help users apply economic impact models responsibly and communicate results clearly.

• Translating Economic Impact Analysis into Decision-Ready Insight
  Developed education, guidance, and interpretive materials to help users apply economic impact analysis responsibly.

• Designing Applied Economics Training for IMPLAN Users
  Designed applied economics training focused on input-output modeling, model assumptions, and result interpretation.

• Guidance on Appropriate Use of Economic Impact Models
  Developed guidance around responsible application of economic impact models, appropriate use cases, and communication risks.

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Earlier Applied Quantitative Analysis Work

These projects provide additional analytical credibility and show the technical foundation behind my education and product work.

• Trilemma Index Computation
  Supported academic research by cleaning and integrating international macroeconomic and financial datasets and computing multiple dimensions of the trilemma index using consistent time-series techniques.

• Inflation Forecasting with Commodity Price Aggregates
  Contributed data processing, cointegration testing, and VAR/VECM estimation to a cross-country inflation forecasting study evaluating the predictive value of global commodity price aggregates.

• Price Discovery Code Consultant
  Contracted to extend and adapt an existing estimation codebase, delivering enhanced coefficient estimates, bootstrapped inference, and publication-ready outputs aligned with academic standards.

• Time Series Forecasting for Private Client
  Conducted end-to-end time-series analysis, including data preparation, diagnostics, model estimation, and forecast evaluation, delivering both code and interpretive guidance.

• Review of Inflation Forecasting Methodology
  Evaluated an ARIMA-based forecasting process and developed a modular evaluation pipeline to improve transparency, reproducibility, and interpretability.