I've had some extra free time lately and figured that this would be a great fit to put my data science skills to some good use in my downtime, and maybe pick up some additional skills along the way. I'm currently a senior data scientist at T-Mobile inside of Fraud Management. I have been working in data science for almost 5 years, with most of that time spent identifying and preventing fraud. I work mostly in Python and SQL, but have used Scala, Java, and R in the past, and happy to try my hand at other languages as well. I have the most experience with model building, MLOps, hyperparameter tuning, and data analysis. I'm excited to use my skills to do some additional good and I'm happy to help in any way that I can.
Personal information
Full name: Connor McCambridge
User name: crmccambridge
Organization memberships
Not a member of any organization.
Awards
No awards received yet.
Volunteer background
Education: Master's on Business Intelligence and Analytics (Rockhurst University)
Volunteer availability
Start date: March 5, 2022
End date: None
Hours available per week: 8
Volunteering interests
No stated preferences.
Skills
Skill
Beginner
Intermediate
Expert
Python
Computer Science (Algorithms)
Java
Data in Text Files
Data > 1TB
SQL
Data in Relational Databases
Network/Graph Data
Text Data (NLP)
GIS tools
Multimedia Data (Video or Audio)
Data from Sensors
Geospatial
Experience working on real-world problems using data
Data Visualization
Social Science (Economics, Sociology, etc.)
Experimental Methods (RCTs, A/B testing, etc.)
Data Analysis
SVMs
Random Forests
Neural Networks / Deep Learning
Decision Trees
Unsupervised models
Semi-Supervised models
Graphical models
Time Series Models
Regression Discontinuity
Matching (e.g., Propensity Score Matching )
Instrumental Variables
SAS
R
Matlab
Julia
Volunteer projects
No volunteer work yet.