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Researching
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Researching

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redradman/README.md

Hi! I am Radman ๐Ÿ‘‹

Python Badge PyTorch Badge R Badge JavaScript Badge GNU Bash Badge Docker Badge LaTeX Badge Git Badge Jupyter Badge SciPy Badge pandas Badge NumPy Badge React Badge Node.js Badge Tailwind CSS Badge Prettier Badge

I am Master's student in UBC. I did my Bachelor's of Science degree, also at UBC, with a combined major of Computer Science in Biology. Currently, my research is focused on teaching humanoid robots to walk robustly using reinforcement learning. Previously, my research was focused on drug discovery using machine learning and advacned simulations.

  • ๐Ÿงฌ Built agent-based disease models with reinforcement learning to simulate outbreaks and interventions with a focused on reward enginnering. Coming Soon, under review
  • ๐Ÿง  Ran 80B+ simulations on UBCโ€™s supercomuter cluster to use monte carlo simulations as means of finding stable confirmations in protein structure in adversial environments.
  • ๐Ÿ”— Recently, working on hierarchical reinforcement learning with a low level locomotion policy and a high level planner.
  • ๐Ÿš€ Passionate about Reinforcement Learning (RL) and Diffusion Models.

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  1. MujocoPoseLearning MujocoPoseLearning Public

    ๐Ÿค– Teaching a robot standing and kneeling with Reinforcement learning via physics simulation engine ๐Ÿƒ

    Python

  2. Autonomous-lunar-landing Autonomous-lunar-landing Public

    ๐Ÿ›ธ Training an AI (from scratch) to land spacecraft autonomously with Deep Q-Networks ๐ŸŽฎ

    Python

  3. MonteCarloProteinEnhancer MonteCarloProteinEnhancer Public

    Improving protein stability via Monte Carlo (MC) simulations by changing the side chain angles via PyRosetta and Python

    Python

  4. OneAAatATime OneAAatATime Public

    ๐Ÿงซ Computational Exploration of Impact of Single Amino acid mutation on protein stability and functionality ๐Ÿงฌ

    Jupyter Notebook

  5. borehole-analysis borehole-analysis Public

    A regression model built for analyzing the North American Boreholes after parsing and downloading the data (designed for UBC)

    Jupyter Notebook 1

  6. zenstart zenstart Public

    A beautiful, privacy-focused new tab browser extension with smart bookmark management, customizable themes, and unified search built with Svelte.

    Svelte