Side Projects

Youtube Sentiment-based Portfolio Selection and Trading Strategy

The objective of the project is the test whether sentiment of content in Youtube videos would be a sufficiently accurate indicator of future stock success. Results & Source code

Neural Logic Networks

An implementation of Learning Algorithms via Neural Logic Networks to test its feasibility in solving satisfiability problems, performing better decision-tree mechanisms in prediction, and reducing execution time.

code

“Mental Approximation Processing”

[pdf]

Structural Balance within International Relation Networks

  • Calculated structural balance within network graphs of alliances and rivalries between nations from 1800 to 1945

  • Tested for conflict correlations, correlations to war, network theory consistency, and more

  • Constructed reinforcement learning algorithm for edge weight calculation for multivariate structural balance calculation

pdf

AIDS Epidemic Simulation with Adjustment for Decision-making from neural ECoG data

Using brain neural data to model human behavior during the AIDS epidemic and adjust the infection propagation to visualize alternative reality to the AIDS epidemic.

Visualization

pdf