oscarsandford / network-bandit

Using reinforcement learning to optimize download speed in peer-to-peer networks.

Hello! 👋

I am Oscar, a writer and programmer from Canada with a BSc in Computer Science from the University of Victoria.

As one of my hobbies, I dabble in various areas of my field in order to fortify my foundational understanding and explore topics that interest me. My GitHub showcases some of these efforts.

Recently, my primary concentrations have been in ML/RL, software development (Rust, Python, C++), and full stack development (React, SQL, JS/TS).

Academic Projects

• Multi-Armed Bandits for Optimizing New Peers in Peer-to-Peer Networks
• Chiptune Extension and Generation Using Markov Chains
• A Survey on the Importance of QoS Parameters Across Networking Domains
• Programming Language Diversity and Software Growth: A Case Study

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Website - LinkedIn