Skip to content
View seyonechithrananda's full-sized avatar
🎯
Focusing
🎯
Focusing
202 followers · 201 following

Achievements

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

Achievements

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

Highlights

  • Pro

Organizations

@deepchem

Block or report seyonechithrananda

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
seyonechithrananda/README.md

Hi there, I'm Seyone 👋

This is outdated, and I will update it (one day)

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

Pinned Loading

  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 419 64

  2. deepchem/deepchem deepchem/deepchem Public

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

    Python 5.6k 1.7k

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

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

    Python 698 129

  4. 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

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

    Jupyter Notebook 6 1

  6. microsoft/olfaction microsoft/olfaction Public

    Code for paper "Mapping the combinatorial coding between olfactory receptors and perception with deep learning"

    Jupyter Notebook 6 1