Personal information
Full name: Andrea Navarrete
User name: anavarrete
Organization memberships
Not a member of any organization.
Awards
Almost all tasks ahead of schedule
1+ task completed
Volunteer background
Education: Master's on MS in Data Science (Columbia University)
LinkedIn profile
Github profile
Volunteer availability
Start date: None
End date: None
Hours available per week: 10
Volunteering interests
No stated preferences.
Skills
Skill
Beginner
Intermediate
Expert
Computer Science (Algorithms)
Python
GIS tools
Geospatial
SQL
Data in Relational Databases
Data in Text Files
Text Data (NLP)
Network/Graph Data
Data from Sensors
Multimedia Data (Video or Audio)
Data > 1TB
Data Visualization
Experimental Methods (RCTs, A/B testing, etc.)
Experience working on real-world problems using data
Data Analysis
Decision Trees
Unsupervised models
Random Forests
Causal inference
SVMs
Neural Networks / Deep Learning
Time Series Models
Semi-Supervised models
Graphical models
Regression Discontinuity
Instrumental Variables
Matching (e.g., Propensity Score Matching )
R
SPSS
Matlab

Volunteer projects

Project name Organization name Social impact area Project summary Task name Task status
Horizon: Trajectory indicators for students in transit to secondary education Fundación I-Tek Education The project seeks to generate a dashboard of indicators for each primary school, to allow them to understand their students´ trajectories in secondary and tertiary education. This panel will allow public authorities, school authorities, teachers, as well as their students and families to see the performance of these schools in terms of their students´ trajectories. In this way, by improving the available information, stakeholders will be able to make better decisions. Project scoping done_all Completed