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  • Avenu
  • Okemos, Michigan

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ZovcIfzm/README.md

Hi there 👋

My name is Alex Ruan an SDE at AWS working on the Kumo Data Platform

  • 🧑🏻‍ I graduated from the University of Michigan for both a Masters & Bachelors in CS, specializing in ML (through classwork & medical research) (See related pinned projects!)
  • 📫 Reach me at: 517 899-3829 or runalex01@gmail.com
  • ⚡ Fun facts: In college I performed with the Revolution Chinese Yo-Yo team, and in my spare time I cook and compose piano music!

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  1. GeneGPT2 GeneGPT2 Public

    A combination of GPT-2 trained from scratch on masking histone modification patterns rather than the English language and XGBoost, predicting differential gene expression from histone modifications.

    Jupyter Notebook 3

  2. GeneBERT GeneBERT Public

    A combination of RoBERTa trained from scratch on masking histone modification patterns rather than the English language and XGBoost, predicting differential gene expression from histone modifications.

    Jupyter Notebook 13 2

  3. DeepHashing DeepHashing Public

    Image hashing is the one-way process of converting an image into a binary hash such that similar images have similar hashes. This has promising applications in speeding up approximate nearest neigh…

    Python 2 2

  4. Kimball-ATVG-outlier-analysis Kimball-ATVG-outlier-analysis Public

    Outlier analysis of log-fold-change of gene expression between DIO and ND mice during low and high Ly6C phases with extreme value analysis and DBScan.

    HTML

  5. EELS-simulator EELS-simulator Public

    A simulator modeling the evolution and energy loss of the phase space of a high-intensity electron beam as it travels through a transmission electron microscope with adaptive optics.

    C++ 5

  6. LunchTime LunchTime Public

    A mobile app that tracks caloric and nutritional intake from simply taking a picture at mealtime, and then recommends suitable meals based on your eating pattern using machine learning.

    JavaScript 3 1