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185 followers · 182 following

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Achievement: YOLOAchievement: Starstruckx2Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Starstruckx2Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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@deepchem
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seyonechithrananda/README.md

Hi there, I'm Seyone 👋

I'm a 17 year old senior in high school working on computational drug discovery and machine learning as a Research Intern in the Aspuru-Guzik Group at the University of Toronto and Vector Institute. One of the projects I help develop there is SELFIES, a 100% robust molecular string representation for machine learning models. Previously, I worked as an ML intern on the Applied AI team at Integrate.ai, an enterprise software company building a consumer insights platform for Fortune 500 companies.

  • 🔭 I’m currently working on democratizing deep learning for the life sciences with DeepChem. I work on developing sequence and graph based models for understanding structural biology and chemistry
  • 🔬 My research is supported by the Emergent Ventures Fellowship, given by Tyler Cowen at the Mercatus Centre and funded by the Thiel Foundation.
  • 🌱 I’m currently learning NLP, Deep Graph Library, and neuroscience 🧠
  • ⚙️ I use python, tensorflow, pytorch, sklearn, pandas, transformers, and dgl
  • 👯 I’m looking to collaborate on machine learning for chemistry, biology, and materials science
  • 💬 Ask me about geometric learning, natural language processing and computational chemistry.
  • 📫 How to reach me: Twitter | LinkedIn | Email

Seyone's github stats

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  1. bert-loves-chemistry bert-loves-chemistry Public

    bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.

    Jupyter Notebook 379 60

  2. Molecular_Generating_RNN-LSTM Molecular_Generating_RNN-LSTM Public

    Created a RNN with LSTM cells to learn patterns from SMILES Strings, and use them to generate new molecular structures.

    Jupyter Notebook 16 7

  3. deepchem/deepchem deepchem/deepchem Public

    Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

    Python 5.3k 1.6k

  4. aspuru-guzik-group/selfies aspuru-guzik-group/selfies Public

    Robust representation of semantically constrained graphs, in particular for molecules in chemistry

    Python 637 125

  5. arvindrajaraman/plasticity-rl arvindrajaraman/plasticity-rl Public

    Deep RL faces the problem of plasticity loss, which is the loss of ability of neural networks to adapt to new data/conditions. We discover that regularizing singular values is a promising direction…

    Python 3 1

  6. ronboger/conformal-protein-retrieval ronboger/conformal-protein-retrieval Public

    Jupyter Notebook 5