Farzaneh Karami

Farzaneh Karami

Economist and Data Scientist
Spain
English

About Me

Passionate economist and data scientist with a strong academic background and research experience. Dedicated to leveraging advanced analytical skills and machine learning expertise to solve complex economic and business …

Experience

Research Assistant

Universidad Carlos III de Madrid

Conducted research to investigate the causal relationship between youth employment (child labor) and earnings in adulthood.
Employed advanced econometric techniques for causal inference to account for potential confounding factors and establish causality.
Explored the concept of double machine learning and its application to causal inference in econometrics.
Utilized Quantile Random Forests and Quantile Gradient Boosting Machines to predict house prices.
Developed predictive models that can estimate house prices at different quantiles of the price distribution.
Investigated the effectiveness of monetary policy in New Zealand using a Structural Vector Autoregression (SVAR) model.
Assessed the impact of changes in monetary policy on key macroeconomic variables in New Zealand, such as inflation, interest rates, and output.

Data Scientist Assistant

AhanOnline

Conducted data analysis and modeling to identify patterns and insights to optimize business operations and performance.
Developed and implemented machine learning algorithms to improve customer experience and increase revenue.
Collaborated with cross-functional teams to gather and analyze data, generating insights for decision-making.

Researcher

University of Tehran

Conducted research on duopoly pricing and waiting lines in ridesharing services, considering the network effect on consumer choices and platform competition.
Developed models and simulations to explore pricing strategies and waiting times in a duopoly ridesharing market.

Skills

Python Economic Analysis Data Analysis Skills Stata Matlab SQL Pandas Matplotlib Mathematica LaTeX Microsoft Excel Microsoft Office Data Analysis Data Modeling Machine Learning Econometrics Causal Inference Double Machine Learning Quantile Random Forests Quantile Gradient Boosting Machines Structural Vector Autoregression (SVAR)
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