Projects

PyTorch Hierarchal Networks

A python package to easily build simple hierarchal PyTorch networks for classification tasks. The question is when there is an inherent grouping of classes that leads to a hierarchical structure, how do we build a simple network to classify?

Image-Caption Geolocation for Privacy

Anyalzing the text & image content in a social media type of post to find locality based information in order to identify senstive information about an indivudal. Warns an individual about the potential information leak.

mock-alchemy

The python package mock_alchemy is an open-source, MIT-licensed library providing a simple method of mocking SQLAlchemy sessions and gives the ability to do sane asserts. It enables easy unittests for testing SQLAlchemy session objects and more.

Warframe Trader

Accumulates data from a market for in-game items from a video game. The data is then analyzed for market trends and basic predictions are made to guess the best items to sell or buy for maximal profit gains. Additionally, typical stock indicators are plotted for market analysis.

Docker Container Scrapper

Collects interesting information about docker containers such as software versions. This is used for CVE analysis to understand docker security vulnerabilities. The data collected using this tool can be subjected to various forms of data analysis.