Shayan Riyaz bio photo

Shayan Riyaz

Software Research and Development Engineer with half a decade of experience in the biomechanics and biomedical industry.

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Some Code/Projects I've Written

Projects (Recent)

  • Deep Learning Tumor Detection & Segmentation [In Progress] (I found project through manning, I am writing an online MRI Detection & Segmentation detection. Writing writing custom transformers and integrating variational auto encoders to implement causal analysis.)

  • Clinical Annotator [In Progress] A specialized annotation tool for clinical cardiovascular data, designed to streamline the labeling process for medical time-series signals and imaging data. Features custom visualization pipelines for multi-modal cardiac measurements and supports collaborative annotation workflows for building high-quality training datasets in cardiovascular AI applications.

Workshops

  • Introduction to Data Science
    A simple easy to follow introduction to programming for data science/analysis. The topics covered are Python, DataFrames with Pandas and a tutorial using the Trans-Atlantic Slave Trade dataset.

  • Introduction to Robotics and Deep learning
    This workshop talks about implementing Deep learning on Inertial Measurment Unit (IMU) data in order to classify gestures and using the model in Unity 3D. Topics covered are data processing, Feeding data to a Neural Network and evaluating models. The dataset used can be found here.

Archive

  • Digital History Curriculum
    An Open-Source introductory data science curriculum for people with a Non-Techincal background. This curriculum is currently being implemented at the Humanties College of California State University, Fullerton.

  • Neuro Art
    Following the footseps of many people who were curious to build their own implementation and deployment we designed our web application to allow people who want to test out Neural Style Transfer. Alongside inquisitiveness and diving into the structure of NST our application also lets users leverage its power to create beautiful art through a varity of paintings. Try it out!

  • Drowsy Detector
    A drowsy detector for drivers on trips. If the camera detects drowsiness it quickly alerts the user and suggests/reroutes to rest stops or gas stations open nearby.

  • Rex Run
    An endless runner made during a hackathon sprint. Although, game design is not my cup of tea

  • Excel Bulk Processor
    An all in one program to help convert and process Excel files/sheets to formatted and custom csv files.