Profile Details

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Hire Oscar O.

Canada

USD 40 /hr

Researcher an neuroscientist working on the forefront for clinical electrophysiology and applied machine learning

Profile Summary

Researcher and Neuroscientist with over 5 years of experience working in the forefront of innovative EEG techniques to measure pain, cognitive load, and motor control. Currently, I am working with the International Collaboration on Repair Discoveries (ICORD) developing automated EEG analysis algorithms and embedding them into interactive apps to be used as research tools to visualize and quantify EEG responses to pain. My expertise lies in using Python, MATLAB, R studio to create real time applications to visualize electrophysiological signals and leverage predictive machine learning and deep neural network models. The frameworks that I use to develop the real time applications are are matlab app designer, Simulink, shiny apps. For the modeling, I utilize tidy models with R as well as pytorch, Scikit-Learn and SQL with python.

Subject Matter Expertise

• ★ Artificial Intelligence
• ★ Python
• ★ Matlab
• ☆ Neuroscience
• ☆ Electrophysiology
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Correlation Analysis
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Sports Science
• ☆ Kinesiology
• ☆ SQL
• ☆ Excel
• ☆ Tensorflow
• ☆ R
• ☆ Scikit-learn
• ☆ Medical Imaging/Radiology
• ☆ Human Biology
• ☆ Neurology
• ☆ Clinical Neurophysiology
• ☆ Neuromuscular Disease
• ☆ Movement Disorders
• ☆ Kinesiology & Exercise Science
• ☆ Electrocardiogram (ECG)
• ☆ Spinal Cord Injury

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, General Proofreading & Editing, Translation

Research Scientific and Technical Research, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing, Data Insights

Product Development Prototyping, Reverse Engineering

Work Experience

Lab Technitian 2

The University of British Columbia International Collaboration on Repair Discoveries

December 2021 - November 2023

Education

MSc in Kinesiology (Faculty of Kinesiology)

University of New Brunswick Fredericton

October 2018 - October 2021

Bachelor's of Kinesiology (Kinesiology)

University of British Columbia

September 2013 - May 2018

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Lukas D. Linde, Oscar Ortiz, Cassandra M. Choles, John L. K. Kramer (2023). Pain-related gamma band activity is dependent on the features of nociceptive stimuli: a comparison of laser and contact heat . Journal of Neurophysiology.

PREPRINT

Oscar Ortiz, Usha Kuruganti, Victoria Chester, Adam Wilson, Daniel Blustein (2022). Alpha suppression during prehension indicates neural motor drive inhibition .