Applied project · Project managementProject Helios
A project management case centered on a 150 MW solar photovoltaic development with battery storage. The portfolio treatment emphasizes coordinated planning across a complex infrastructure initiative.
Focus: scope and deliveryDomain: renewable energyScale: 150 MW
Work demonstrated
- Project scope and work breakdown thinking
- Schedule and milestone planning
- Budget, risk, and stakeholder considerations
- Executive communication and visual reporting
Materials pending: Add approved schedule views, WBS excerpts, budget summary, risk register, Power BI visuals, and final recommendations.
Applied project · Predictive analyticsPredictive modeling
A model development case that connects data preparation, model choice, validation, and interpretation to a defined decision context.
Methods: predictive modelingTools: R / ExcelEmphasis: evaluation
Work demonstrated
- Question and target definition
- Feature preparation and analytical workflow
- Performance evaluation and model comparison
- Business interpretation with appropriate caveats
Details pending: Replace with the verified dataset, target variable, evaluation metrics, findings, and selected visuals.
Applied project · Machine learningClustering and k-NN
An applied methods case combining segmentation and nearest-neighbor classification. The focus is on defensible feature selection and usable interpretation.
Methods: clustering, k-NNTool: REmphasis: segmentation
Work demonstrated
- Data scaling and feature selection
- Cluster exploration and profile interpretation
- k-NN setup and performance assessment
- Translation of technical output into audience-ready findings
Details pending: Add verified dataset context, cluster profiles, k selection process, performance results, and implications.
Applied project · Business analysisExcel decision modeling
A structured spreadsheet analysis that turns raw inputs into transparent calculations, scenarios, and decision-ready outputs.
Tool: ExcelMethods: modeling and scenariosEmphasis: traceability
Work demonstrated
- Organized data and auditable formulas
- Scenario and sensitivity thinking
- Summary outputs for nontechnical stakeholders
- Clear assumptions and limitations
Details pending: Add the approved workbook topic, key assumptions, decision question, and final outputs.
Applied project · CommunicationData visualization
A visual analytics case focused on matching chart design to the audience, question, and level of detail needed for action.
Tools: R / Excel / Power BIEmphasis: clarity
Work demonstrated
- Visual hierarchy and chart selection
- Reduction of unnecessary visual noise
- Annotation of key patterns and exceptions
- Connection between evidence and narrative
Gallery pending: Add approved dashboard screenshots, charts, captions, and accessibility descriptions.
Applied project · R analysisExploratory analysis in R
An end-to-end analytical workflow that moves from inspection and cleaning through exploration, visualization, and a concise findings narrative.
Tool: RMethods: EDA and visualizationEmphasis: reproducibility
Work demonstrated
- Data quality assessment and transformation
- Exploratory summaries and visual analysis
- Reproducible analytical structure
- Focused conclusions tied to the original question
Details pending: Add the verified case topic, code excerpts, visuals, findings, and repository link.