Natasha
Economist · Data Scientist · ESG Analyst · Based in Germany
What I work on
ESG Analytics
Climate scenario modelling, ESG Research and Analysis, supply chain risk, and sustainability data pipelines.
Econometric Research
Causal inference with instrumental variables, cross-country growth analysis, institutional economics.
Data Science
Supervised and unsupervised ML, predictive modelling, NLP, and statistical hypothesis testing.
Featured Projects
Institutions & Growth: IV Regression
3-endogenous-variable 2SLS replication of AJR (2001) and GLLS (2004). Human capital significant at p<0.01 across all specs.
Causal Inference 2SLS · Python · Stata
An Independent ESG Verification of Nestlé’s 2025 Commitments.
ESG Analysis · Python
Equity Analysis in Coffee Sustainability
This paper applies a lifecycle assessment (LCA) framework to evaluate coffee production and consumption through three sustainability pillars: environmental, economic, and social.
ESG Analysis · Python
Predictive Modelling for Agriculture
ML pipeline predicting agricultural outcomes from environmental and soil features.
Data Science Random Forest · XGBoost · Python
Hypothesis Testing: Men vs Women’s Football
Frequentist inference on scoring differences in international football matches.
Statistics t-test · Python
Skills
Languages
Python R Stata SQL
Libraries
pandas statsmodels linearmodels scikit-learn matplotlib seaborn
Methods
Instrumental Variables 2SLS Machine Learning Clustering NLP Monte Carlo Simulation Hypothesis Testing