Samuel Gerber
Research & Software Development | Image/Data Analysis, Machine Learning, Statistics, Optimization, Visualization
gmail: smlgrbr

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Data Analysis & Visualization

Software Skills:

• R
• C++
• Javascript
• OpenGL

Research Skills:

• Optimization, Linear Programming, Optimal Transport
• Computational Topology
• Clustering
• Regression
• Visualization

Github pages:

• Multiscale Optimal Transport
• Geometric Multiresolution Analysis
• Morse-Smale Regression & Visualization
• Multiscale Persistent Homology
• VTK R Widgtes
• Correlation Plots

Image Analysis

Software Skills:

• R
• C++
• Javascript
• Python
• Shiny

Research Skills:

• Image Analysis
• Image Registration & Segmentation
• Principal Components
• Dimensionality Reduction
• Convex Optimization
• Iterative Closest Points

Github pages:

• Brain Image Morphometric Analysis
• Optimal Transport Features
• Thin Shell Demons Registration
• Trimmed Point Set Registration

April 2021