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Ryan Espiritu's Projects

decision-tree-learner icon decision-tree-learner

Decision tree implementation that determines the binary classification of a dataset with discrete multi-valued attributes. The tree is built using a learning algorithm that evaluates the information gain of each attribute, splitting on attributes with the highest gain. To avoid overfitting, the accuracy of different tree depths is evaluated on the validation dataset to find the optimal depth for the tree.

hackpoly2017-howl icon hackpoly2017-howl

iOS App that implements a voice recognition API to capture spoken mathematical queries. Leverages WolframAlpha’s API to handle advanced mathematical expressions (derivations and integrations) and then parses desired result to user.

pocket-scan icon pocket-scan

Pocket Scan allows for instant price-check analysis for any item/object with a barcode, and connects you to any cheaper options it may find. Whether you’re shopping at a convenience store or grocery store, Pocket Scan is an on the go app that allows you to make sure you’re getting the best deal on your purchases no matter where you are.

scrabble-clone icon scrabble-clone

Scrabble-like game implemented through the use of object oriented programming and data structures. Uses Qt as a framework for the GUI elements. Created AI player functionality through recursive backtracking.

sdhacks2017-face2face icon sdhacks2017-face2face

We are now accustomed to see phone videos of protests, fights, and police brutality, but these videos are only able to show us what the person using the camera decides to record. When you are limited to record solely out of your front or back camera without restarting important details may be left out. Face2Face is about telling both sides of the story by automatically switching the camera to record what is most important.

whiteboard icon whiteboard

A web-based application which will serve as a virtual study room for students at USC. The interface will allow students to network with each other for studying and will include chat channels/rooms organized by specific class IDs and course subjects at USC. Students will be able to upload notes and other materials for collaboration studying and search for users in the same or similar classes. The use of chat channels for each class will encourage open discussion between students by providing a more transient and casual environment for discussion than Piazza or e-mail. Additionally, we will use location-based services and dynamic notifications to facilitate real-world collaboration between students.

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