Data science projects

Some of the projects I worked on during my master program

NYC Pulse Wall

An interactive visualization tool in D3js to explore realtime tweets in NYC

Boiler defects prediction

Application of different machine learning models to identify and predict boiler defects in NYC

Studying drug abuse with twitter

A Spark application to identify the spatial distribution of drug abuse related tweets in major US cities

FDNY EMS response time analysis

Analysis of FDNY EMS response times to identify patterns using time series analysis and clustering

Sidewalk features extraction with PyTorch

Identification and classification of sidewalk features using PyTorch and Google Street View

Job access effect on housing prices

Estimating housing price change in NYC based on expected new jobs in office developments

2nd Ave Subway impact

Time series analysis to assess the impact of the NYC Second Ave Subway on taxi ridership

Environment effect on school performance

Modeling school performance of NYC students as a function of crime, drugs, and living conditions

Access to green areas by socioeconomic status

Data analysis to test the hypothesis that diversity is correlated with access to green resources in NYC

Experience

 
 
 
 
 

Civic Analytics Fellow

NYU Marron Institute of Urban Management

Feb 2019 – Present New York, NY
 
 
 
 
 

Technology Lead

MentorPro

Jul 2018 – Jun 2019 New York, NY
 
 
 
 
 

Project Manager

Ripley

Jun 2014 – Dec 2015 Santiago, Chile
 
 
 
 
 

Project Manager

Ministry of Housing and Urban Development

May 2013 – May 2014 Santiago, Chile
 
 
 
 
 

Policy Analyst

Ministry of Housing and Urban Development

Apr 2012 – Apr 2013 Santiago, Chile
 
 
 
 
 

Part-time Developer

Clockwise

Dec 2010 – Mar 2012 Santiago, Chile