Projects

Case studies in data pipelines, dimensional modeling, and BI — for manufacturing, automotive, and regulated supply chains.

Power BI dashboard showing battery recycling facility locations and competitor analysis across Europe
PythonPuLPPandas

Optimizing European Battery Recycling Through Data-Driven Location and Technology Analysis

98,667 t/yr

European end-of-life battery volume left unprocessed by existing recyclers by 2026 — the capacity gap the network was optimized to close

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Power BI dashboard showing total procurement spend, supplier country and material counts, spend by material as a bar chart, and spend by commodity group as a donut chart
Microsoft FabricPySparkPower BI

OEM Material Insights: Procurement & Supply-Risk Intelligence on Microsoft Fabric

Zero silent gaps

Missing coverage is surfaced and flagged rather than coerced to zero — including one gap that can never be closed

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Bar chart showing material composition (Li, Ni, Co, Mn) across battery chemistries from NCA to LFP, demonstrating chemistry evolution analysis from the research
ExcelPower QueryLife Cycle Assessment (LCA)

Lithium-Ion Vehicle Battery Production: Meta-Analysis of Emissions Data

32-47%

Emissions reduction identified vs. 2017 baseline through improved data transparency

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