Professional Experience

University of California at Santa Cruz
09/2007 - Present
Research Assistant

Information Retrieval, Topic Modeling, Recommender Systems, Data Mining in Health Care Applications
01/2008 - Present
Teaching Assistant
Stochastic Optimization Process in Information Systems and Technology

Constrained Optimization, Non Linear Programming, Dynamic Programming, Recommender Systems

Winter 2008, Winter 2009
Prof Ram Akella
Knowledge Services and Data Analytics

Introduction to Data Mining for Business Applications: Principal Component Analysis, Multiple Linear Regression, Latent Semantic Analytics, Clustering, Logistic Regression, Linear Discriminant Analysis

Fall 2008, Fall 2009
Prof Ram Akella
Web Mining and Advanced Machine Learning

Human Behavior Modeling, Relevance feedback in IR, Click stream Mining, Social Networks, Bayesian Networks and Graphical Models, Time Series and Reinforcement Learning.

Spring 2008
Prof Ram Akella
Signals and Systems

System classification, Fourier Series, Fourier Transform, Sampling Methods
Fall 2007
Prof. Benjamin Friedlander
Computer Vision Center
01/2005 - 06/2007
Research Assistant

Tissue Classification using Intravascular Ultrasound (IVUS) images and RF signals, in collaboration with the Hospital German Trias I Pujol, Hemodynamic Division, Barcelona Spain and Boston Scientific Iberica.

Autonomous University of Barcelona
01/2006 - 06/2006
Teaching Assistant
Computer Logic
In charge of grading the practice sessions.