This is a project I worked on as part of a remote three-person team.
Venice is a tool that makes it easy to run a streaming pipeline locally. It sets up a pipeline consisting of containerized components for users looking to experiment with event streaming. It's like a Minikube for event streaming.
READ MOREProjects
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Postit
A blogging app that allows users to authenticate, create posts, comment on posts, add categories, vote on posts, and edit profile information. Built with Rails 6, Ruby 2.6.5, and Bootstrap 4.
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Sales Uploads
An app that allows users to upload CSVs of sales to a database. Built with a React frontend, Flask backend, and PostgreSQL database.
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Simulated spaceship landings using reinforcement learning
A reinforcement agent that learns to safely land a simulated spaceship (OpenAI LunarLander-v2) using an approach adapted from Mnih et. al. Human-level control through deep reinforcement learning, Nature 518, 2015.
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Image recognition of road signs and traffic lights
A machine learning model that detects road signs and traffic lights from the German Traffic Sign Detection Benchmark. Achieved performance comparable with state-of-the-art classification techniques.