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AlexKaiLe/README.md

👋 Hi, I'm Alex Le

Based in San Francisco 📍🌎🌉

Resume Portfolio Email LinkedIn

🎓 Computational Biologist Graduate and 🥼 Machine Learning Researcher from Brown University. I am passionate about leveraging biomedical research and computer science to develop innovative software solutions. In this GitHub, you will find several repositories that reflect a strong background across several disciplines:

  • Deep Learning
  • Web Development
  • Data Science
  • Biomedical Engineering (Material Science)
  • Molecular Biology
  • Optimization
  • Entrepreneurship

💼 Work experience

Company Role
Amazon Software Development Engineer
Center for Computational Molecular Biology Deep Learning Lead Researcher
Brown University Computer Science Teaching Assistant
Insitro Software Engineering and Advanced Imaging Intern
Brown University Medical School Artificial Intelligence Radiology Researcher
Harvard University NSF Quantitative Systems Biology Intern
University of California, Davis Vaccine Development Assistant
Pointz Full Stack Lead

🚀 Current Projects

  • Publishing a deep learning in genomics research paper
  • Developing a deep learning task-tracking web-based app

💻 Tech Stack

Software engineering:

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Machine Learning and Data Science:

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Front-end:

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Database:

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Project Management:

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⭐️ From Alex Le

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  1. Maestro Maestro Public

    Utilized a convolutional neural network to identify hand gestures and correlate it with music controls (ie. pause, resume, skip, reverse, etc.) with 99.58% recognition accuracy.

    Python

  2. Yoki Yoki Public

    Developed a website that pairs registered users from a unique organization based on similar interests using a KD tree data structure to find the optimal compatibility between people.

    JavaScript

  3. Debiasing-Melanoma-Images Debiasing-Melanoma-Images Public

    Developed a deep learning computer vision program that is able to generate melanoma images for people with darker skin tones.

    Jupyter Notebook

  4. Harvard-Neuroscience-Research Harvard-Neuroscience-Research Public

    Analyzing rat behavior and their correlation with neurological activity. Constructed a convolutional neural network to identify unmarked 3D points using spatial and temporal data.

    Jupyter Notebook

  5. Genome-Assembly Genome-Assembly Public

    Takes a file of k-mers and infers an optimal sequence derived from a De Bruijn graph. The k-mers are first decontaminated and infrequent k-mers are corrected.

    Python

  6. Othello Othello Public

    Created a GUI based predictive algorithm that plays Othello with three levels of difficulty where it optimizes moves based on hypothetical positioning against other players.

    Java