Academics

Skills

• Programming Languages - C, C++, Python, Matlab, Lua, R

• ML and CV Frameworks - Caffe, Torch, Tensorflow, pylearn2, scikit-learn, scikit-image, opencv

• Design Tools - Adobe Photoshop, Illustrator, Light room, After Effects, Autodesk 3DS Max

Courses

Data Science and Pattern Analysis

• Reinforcement Learning

• Machine Learning

• Data Mining

• Multivariate Data Analysis

• Kernel Methods for Pattern Analysis

• Complex Network Analysis

• Data Structures and Algorithms

Artificial Vision and Perception

• Computer Vision and Image Analysis

• Image Signal Processing

• Computational Photography

Mathematical Foundations

• Calculus I Functions of One Variable

• Calculus II Functions of Several Variables

• Probability Statistics and Stochastic Processes

• Complex Variables and Transformation Techniques

• Process Optimization

Communications and Signal Processing

• Networks and Systems

• Analog and Digital Signal Processing

• Communication Systems

• Digital Communications