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Hi! I'm Jimmy πŸ‘‹

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Here's My Non-Linear Path to Data Science and Machine Learning πŸ‘£

My name is Jimmy Wong, a professional in neuroscience 🧠 Β and Machine Learning (ML) πŸ€– . I’m currently a Research Methods Specialist at CAMH after obtaining a Master degree in Biomedical Engineering (MASc) from the University of Toronto (UofT). Before my journey into ML and engineering, I completed an Hons. BSc degree in Neuroscience and Psychology at UofT.

I discovered my passion for Data Science and ML during my fourth year, when I had the opportunity to work in a neuroimaging lab. This experience opened up the world of engineering, image processing, and data analytics to me, igniting my passion for programming and ML. Over the past five years, I have worked at leading hospitals in Toronto and been applying my knowledge in neuroscience, signal processing, ML, and statistics to process and analyze large multimodal and neuroimaging (MRI, EEG, MEG) datasets. I enjoy learning and resolving new problems 🧩 .

πŸ’¬ Ask me about Neuroscience, ML, Deep Learning, and Bioinformatics.

My Briefcase πŸ’Ό

{
   "Languages": ["Python", "R", "MATLAB"], 
   "AI Framework": ["Keras", "TensorFlow", "Scikit-learn", "PySpark"],
   "ML Models": ["Regression", "Naive Bayes", "PCA", "Neural Networks"], 
   "Databases": ["SQL", "Microsoft Access"],
   "Visualization": ["Tableau", "Matplotlib", "R Markdown"],
   "Others": ["Docker", "Singularity", "Unix", "SPSS", "GCP"]
}

In my spare time, I play guitar 🎸 and read πŸ“– .

My reading list πŸ“š :

  • Applied Multivariate Statistical Analysis by Richard A. Johnson
  • Pattern Recognition and Machine Learning by Chritopher M. Bishop

Jimmy 's Projects

datman icon datman

scripts for managing xnat, QC, and data analysis

mrs_gaba icon mrs_gaba

Investigates cerebellar GABA+ values in children with neurodevelopmental disorders.

pymri icon pymri

Processes MR images using Python packages and Docker container, and run statisitical analysis using machine learning techniques.

pyspark icon pyspark

Processes and analyzes datasets using PySpark.

tf_cnn icon tf_cnn

Trains CNN models with Keras and TensorFlow.

tigr_purr icon tigr_purr

TIGR PURR: TIGRLab Pipelines for Utterly Reproducible Research

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