Personal information
Full name: Felipe Ardila
User name: f-ardila
Organization memberships
Not a member of any organization.
Awards
First 1000 volunteers
Volunteer background
Volunteer availability
Start date: None
End date: None
Hours available per week: None
Volunteering interests
No stated preferences.
Skills
Skill
Beginner
Intermediate
Expert
Python
Computer Science (Algorithms)
JavaScript
Java
Text Data (NLP)
Network/Graph Data
Multimedia Data (Video or Audio)
Data from Sensors
Data > 1TB
SQL
Data in Text Files
Data in Relational Databases
Data Visualization
Social Science (Economics, Sociology, etc.)
Experience working on real-world problems using data
Experimental Methods (RCTs, A/B testing, etc.)
Data Analysis
SVMs
Decision Trees
Random Forests
Graphical models
Semi-Supervised models
Unsupervised models
Time Series Models
Neural Networks / Deep Learning
Causal inference
Volunteer projects
| Project name | Organization name | Social impact area | Project summary | Task name | Task status |
|---|---|---|---|---|---|
| Analysis of Infonavit’s Mortgage Foreclosed Portfolio | INFONAVIT | Education | Infonavit has a portfolio of several thousands of mortgage foreclosed properties. These properties concentrate disproportionately in several municipalities, so the way and the time Infonavit chooses to dispose of them will have a considerable effect on these communities. Beyond the specific approach Infonavit takes on placing its foreclosed properties back on the market, the only monitoring these dwellings receive centers around the legal procedures needed to claim the collateral. No further analysis is performed on this portfolio and the spatial dimension of the issue is hardly being considered. At the moment, Infonavit is unable to locate with reliable precision its foreclosed dwellings. | Project scoping | Started |