Projects

Applied econometrics, ESG analytics, and data science. Click any card to read the full methodology and results.

ESG & Sustainability

Nestle ESG Analysis An Independent ESG Verification of Nestlé’s 2025 Commitments. ESG Analysis · Python

Engineering Accountability: Audi AG’s Post-Dieselgate CSR Transformation (2015–2024) After systematic deception at an industrial scale, has Audi built a genuinely transformed ethical architecture, or reconstructed its reputation within the same structural conditions that enabled the scandal. Research Analysis · ESG Research

From Bean to Cup: A Lifecycle and Equity Analysis of Coffee Sustainability LCA methodology, value chain inequity, and the limits of voluntary certification in the coffee supply chain. Research Analysis · ESG Research

Research & Econometrics

Institutions & Growth: IV Regression 3-endogenous-variable 2SLS. Human capital significant at p<0.01. Research 2SLS · Python · Stata

Hypothesis Testing: Men vs Women’s Football Frequentist inference on international scoring differences. Statistics t-test · Python

Data Science & Machine Learning

Predictive Modelling for Agriculture ML pipeline for agricultural outcome prediction. Data Science Random Forest · XGBoost · Python

Retail Strategy Analytics Customer segmentation and demand analysis for retail strategy. Data Science Clustering · Python

Product Sales Analytics Sales trend analysis and forecasting pipeline. Data Science EDA · Forecasting · Python

ML Clustering: Penguin Species Unsupervised species classification using K-means and PCA. Data Science K-means · PCA · Python

--- title: "Projects" toc: false --- Applied econometrics, ESG analytics, and data science. Click any card to read the full methodology and results. --- ### ESG & Sustainability ::: {.grid} ::: {.g-col-12 .g-col-md-6} [**Nestle ESG Analysis**](nestle_esg_analysis.qmd){.project-card} An Independent ESG Verification of Nestlé's 2025 Commitments. ESG Analysis · Python ::: ::: {.g-col-12 .g-col-md-6} [**Engineering Accountability: Audi AG's Post-Dieselgate CSR Transformation (2015–2024)**](audi_engineering_accountability.qmd){.project-card} After systematic deception at an industrial scale, has Audi built a genuinely transformed ethical architecture, or reconstructed its reputation within the same structural conditions that enabled the scandal. Research Analysis · ESG Research ::: ::: {.g-col-12 .g-col-md-6} [**From Bean to Cup: A Lifecycle and Equity Analysis of Coffee Sustainability**](coffee_sustainability.qmd){.project-card} LCA methodology, value chain inequity, and the limits of voluntary certification in the coffee supply chain. Research Analysis · ESG Research ::: ::: --- ### Research & Econometrics ::: {.grid} ::: {.g-col-12 .g-col-md-6} [**Institutions & Growth: IV Regression**](iv-institutions.qmd){.project-card} 3-endogenous-variable 2SLS. Human capital significant at p<0.01. Research 2SLS · Python · Stata ::: ::: {.g-col-12 .g-col-md-6} [**Hypothesis Testing: Men vs Women's Football**](hypothesis-soccer.qmd){.project-card} Frequentist inference on international scoring differences. Statistics t-test · Python ::: ::: --- ### Data Science & Machine Learning ::: {.grid} ::: {.g-col-12 .g-col-md-6} [**Predictive Modelling for Agriculture**](predictive-modeling.qmd){.project-card} ML pipeline for agricultural outcome prediction. Data Science Random Forest · XGBoost · Python ::: ::: {.g-col-12 .g-col-md-6} [**Retail Strategy Analytics**](retail-strategy.qmd){.project-card} Customer segmentation and demand analysis for retail strategy. Data Science Clustering · Python ::: ::: {.g-col-12 .g-col-md-6} [**Product Sales Analytics**](product-sales.qmd){.project-card} Sales trend analysis and forecasting pipeline. Data Science EDA · Forecasting · Python ::: ::: {.g-col-12 .g-col-md-6} [**ML Clustering: Penguin Species**](clustering-ml.qmd){.project-card} Unsupervised species classification using K-means and PCA. Data Science K-means · PCA · Python ::: :::