[
    {
        "title":  "Inclusive Credit Risk Analytics Bolivia",
        "problem":  "Credit and inclusion teams need a clear view of portfolio risk, inclusion indicators, stress signals and executive KPIs.",
        "users":  [
                      "BI recruiter",
                      "financial inclusion team",
                      "risk analytics reviewer"
                  ],
        "data":  "Public-facing aggregate analytical outputs and privacy-reviewed documentation.",
        "analytical_workflow":  "Portfolio diagnostics, KPI design, risk segmentation, forecasting/stress communication, validation and public reporting.",
        "tools":  [
                      "R",
                      "Quarto",
                      "GitHub Pages",
                      "SQL-ready documentation",
                      "Power BI BUILD PACKAGE READY"
                  ],
        "outputs":  [
                        "Analytical Report",
                        "Case Study",
                        "Methodology",
                        "Repository"
                    ],
        "key_findings":  "Demonstrates credit portfolio monitoring and financial-inclusion analytics through executive reporting rather than raw-data exposure.",
        "limitations":  "Power BI is BUILD PACKAGE READY as a documented build package; it is not presented as a deployed public dashboard.",
        "skills_demonstrated":  [
                                    "BI communication",
                                    "KPI design",
                                    "risk analytics",
                                    "privacy-aware reporting",
                                    "reproducibility"
                                ],
        "links":  {
                      "project":  "https://github.com/MonicaCT/InclusiveCreditRiskAnalytics-Bolivia",
                      "dashboard":  "https://monicact.github.io/InclusiveCreditRiskAnalytics-Bolivia/",
                      "methodology":  "https://github.com/MonicaCT/InclusiveCreditRiskAnalytics-Bolivia",
                      "sql":  "https://github.com/MonicaCT/InclusiveCreditRiskAnalytics-Bolivia"
                  }
    },
    {
        "title":  "Poverty, Informality and Social Protection in LAC",
        "problem":  "Policy and development teams need comparable country-year indicators linking poverty, labor informality and social protection coverage.",
        "users":  [
                      "development data analyst recruiter",
                      "policy team",
                      "research data analyst"
                  ],
        "data":  "Public country-year analytical products, validation outputs, figures, tables and dashboard artifacts.",
        "analytical_workflow":  "Multi-source indicator integration, country-year panel construction, missingness review, validation and dashboard communication.",
        "tools":  [
                      "Python",
                      "HTML",
                      "GitHub Pages",
                      "validation reports",
                      "Tableau BUILD PACKAGE READY"
                  ],
        "outputs":  [
                        "Website",
                        "Dashboard",
                        "Case Study",
                        "Methodology",
                        "Repository"
                    ],
        "key_findings":  "Shows policy-oriented data integration and development analytics with transparent validation and public navigation.",
        "limitations":  "Tableau is BUILD PACKAGE READY as a documented build package; it is not presented as a deployed public dashboard.",
        "skills_demonstrated":  [
                                    "Python data processing",
                                    "development indicators",
                                    "data quality",
                                    "dashboard communication",
                                    "policy analytics"
                                ],
        "links":  {
                      "project":  "https://github.com/MonicaCT/poverty-informality-social-protection-lac",
                      "dashboard":  "https://monicact.github.io/poverty-informality-social-protection-lac/dashboard/",
                      "methodology":  "https://github.com/MonicaCT/poverty-informality-social-protection-lac",
                      "sql":  "https://github.com/MonicaCT/poverty-informality-social-protection-lac"
                  }
    },
    {
        "title":  "Economic Complexity and Structural Transformation in LAC",
        "problem":  "Research and policy audiences need to understand productive capabilities, diversification constraints and Bolivia\u0027s feasible opportunity space.",
        "users":  [
                      "research data analyst recruiter",
                      "development economist",
                      "international organization reviewer"
                  ],
        "data":  "Public derived country-product-year outputs, Product Space diagnostics, validation files, paper, policy brief and DOI metadata.",
        "analytical_workflow":  "RCA, ECI, PCI, Product Space proximity, opportunity screening, data-quality validation, paper and policy communication.",
        "tools":  [
                      "R",
                      "Shiny",
                      "Quarto",
                      "SQL contracts",
                      "DuckDB-ready data model"
                  ],
        "outputs":  [
                        "Website",
                        "Interactive Explorer",
                        "Case Study",
                        "Working Paper",
                        "Policy Brief",
                        "Methodology",
                        "SQL / Data Model",
                        "Repository"
                    ],
        "key_findings":  "Demonstrates advanced applied economics, network analytics and cautious policy interpretation using reproducible public outputs.",
        "limitations":  "Opportunity scores are screening tools, not investment recommendations; fixed-effects estimates are observational associations.",
        "skills_demonstrated":  [
                                    "R",
                                    "economic complexity",
                                    "network analytics",
                                    "SQL contracts",
                                    "scientific communication"
                                ],
        "links":  {
                      "project":  "https://github.com/MonicaCT/economic-complexity-structural-transformation-lac",
                      "dashboard":  "https://monicact.github.io/economic-complexity-structural-transformation-lac/",
                      "methodology":  "https://github.com/MonicaCT/economic-complexity-structural-transformation-lac/blob/main/docs/METHODOLOGY.md",
                      "sql":  "https://github.com/MonicaCT/economic-complexity-structural-transformation-lac/tree/main/sql"
                  }
    }
]