Personal information
Full name: Mihai Avram
User name: mavram
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
JavaScript
Computer Science (Algorithms)
PHP
C/C++/C#
Java
Ruby
Clojure
Haskell
Data in Text Files
Network/Graph Data
Text Data (NLP)
Data in Relational Databases
SQL
Data from Sensors
Multimedia Data (Video or Audio)
Data > 1TB
Geospatial
GIS tools
Social Science (Economics, Sociology, etc.)
Data Visualization
Experience working on real-world problems using data
Experimental Methods (RCTs, A/B testing, etc.)
Data Analysis
Causal inference
Decision Trees
SVMs
Random Forests
Neural Networks / Deep Learning
Time Series Models
Unsupervised models
Semi-Supervised models
Graphical models
Matching (e.g., Propensity Score Matching )
Instrumental Variables
Regression Discontinuity
R
SAS
Julia
Stata
SPSS
Matlab
Volunteer projects
No volunteer work yet.