R & D

Research

My research portfolio

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AutoML

Making an automated/autonomous data scientist

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Software Quality

Research on quantifying the quality of software.

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Big Code

Aka mining software repositories. Newly establish area of research.

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Intelligent Agents

Explore techniques in the areas of machine learning and computational neuroscience for creating real-world intelligent agents

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NEAR: NeuroEvolution of Augmenting Reservoirs

Aka my PhD dissertation. NeuroEvolution of Augmenting Reservoirs, or for short NEAR, is an algorithm that combines Neuroevolution and Learning in order to optimize and train Echo State Networks for solving reinforcement learning and time series forecasting problems.

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Agent Mertacor

A trading agent participating in the Trading Agent Competition (TAC), ad auctions and supply chain management games. Positioned at 1st place (2012) and 3rd place (2005) respectivelly.

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Research Archive

Older research projects I was able to maintain in a publishable format.

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Development

My development portfolio

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MEAN stack

Works on the MongoDB or MySQL, ExpressJS, AngularJS and NodeJS stack.

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Project Archive

Past projects

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