Mohamed Amine Bouzaghrane
Senior Data Scientist @Urbansim
Signup · Get unlimited contacts
WORK HISTORY
Senior Data Scientist @Urbansim
Berkeley, CA, US
EDUCATION
University of California, Berkeley
Doctor of Philosophy - PhD, Engineering
Howard University
Bachelor’s Degree, Civil Engineering
University of California, Berkeley
Master’s Degree, Transportation Systems
ABOUT MOHAMED AMINE BOUZAGHRANE
I am a Data Scientist with a strong passion for using statistics, machine learning, and causal inference in building products that drive significant business impacts.In my doctoral research, I studied how the COVID-19 pandemic has reshaped mobility behaviors and habits in the US using large-scale passively tracked behavioral data (using over 120GB from more than users). As part of my research, I developed new metrics to measure how the pandemic reshaped individuals\' schedule routine strength. I also developed and implemented quasi-experimental designs to estimate the causal effects of pandemic-induced remote work policies on travel behaviors and uncovering the broad implications of remote work, ranging from shifts in vehicle miles traveled to impacts on individual well-being.Skills: Python, SQL, Applied Statistics, Machine Learning, Discrete Choice Modeling, Statistics, A/B testing, Airflow, Docker, AWS/GCP.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.