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Elliot-Chan-120/README.md

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Name                         Elliot Chan      ....:=*###*-..     ....-*###*=:-#+. :#*:=*####=...       ..-####*=:*#- .+
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Bio & Cheminformatics          Active              .+#-..+####-.=####=..-#=  :#+  :#+  :#*. .####+.-*###*:  **: .*#- .+
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Making ML models from scratch  Active         ***+=...                  ....-+*******+-....                ....-+******

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Name        : GEM
Description : Benign by Design
URL         : https://github.com/Elliot-Chan-120/GEM/blob/main/README.md
Tags        : @{GeneVariantScreening="8A2BE2"; MachineLearning="FF6F00"; ComputationalGeneRepair="2C8EBB"}
Summary     : A gene variant screening and pathogenicity reduction platform, designed to accelerate clinical
              trials and gene therapy target identification. Featuring my unique gene pathogenicity reduction
              algorithm "ReGen", employing a combination of guided mutations and intelligent stochastic edits
              aimed towards breaking performance plateaus.

  
Name        : NOCTURNAL
Description : Exploring the dark chemical space
URL         : https://github.com/Elliot-Chan-120/NOCTURNAL/blob/main/README.md
Tags        : @{DrugDiscovery="8A2BE2"; MachineLearning="FF6F00"; ChemicalAnalysis="2C8EBB"}
Summary     : A streamlined computational drug discovery platform from target identification to candidate 
              structure / potency optimization and visualization. Featuring a unique molecular optimization 
              algorithm "MutaGen" and an interactive chemical space network visualization module "ChemNet". 
              All reinforced behind a modular, fault-tolerant architecture.

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Protocol        Address                          Link
--------        -------                          ----
LinkedIn        elliot-chan-6206b01ba            LinkedIn Profile
Email           elliotchan120@gmail.com          elliotchan120@gmail.com

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Python    NumPy    Pandas    scikit-learn    Matplotlib    Plotly    PowerShell    BioPython

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  1. GEM GEM Public

    GEM | Gene Edit Machine: A machine learning-enhanced platform capable of classifying and optimizing gene variants for reduced pathogenicity. Featuring multi-database integration, research-backed fe…

    Python 1

  2. NOCTURNAL NOCTURNAL Public

    NOCTURNAL: Exploring the dark chemical space. A streamlined computational drug discovery platform from target identification to optimized drug visualization. Featuring a unique molecular optimizati…

    Python 3

  3. DataSift DataSift Public

    An efficiency enhancement tool for binary classifier pipelines. Aims to optimize feature selection within datasets for faster training and improved binary classification performance.

    Python 1