Portfolio

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Digital Filters to reduce Grid Artifacts in Computer Vision

Technical project I implemented at PathAI to correct for gridding artifact in digital pathology imagesĀ 

SegNet for Darkfield Microscopy

PyTorch implementation of SegNet architecture to segment Red Blood Cells from Bacteria

NeuroMaze

Virtual reality solution for murine spatial mapping of neural data

PRISM

Software to post-process murine neural spike data for spationeural mapping

Spike Plotter

A simple tool to look at spike data for different neurons in a raster plot

Optogenetic Microcontroller

Predictive peak/trough detection and stimulation for murine Local Field Potentials

Spatial Spectral Analysis

Map frequency power from EEG’s in position and time.

Special Peaks Assignment

Signal processing interview assignment for a company creating wearables for sleep medicine

ML notebooks

A collection of jupyter notebooks where I describe the implementation of some common ML algorithms