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PROJECTS.

Machine Learning

Realtime Pig Tracking System

Deep learning framework processing 30+ terabytes of swine research video into actionable metrics for animal behavior analysis.

PythonPyTorchComputer VisionTensorFlow
Machine Learning

MRI Mask Segmentation

CNN algorithm to automatically segment brain gray matter from pig MRI images achieving 94% mean IoU. Orally presented at SBR 2022.

PythonPyTorchMedical ImagingCNN
Machine Learning

Deepfake Detection System

Deep learning models achieving 70% detection rate on the Facebook DFDC dataset.

PythonPyTorchComputer VisionGAN

AVAT

Tool

AVAT

Open-source video annotation tool for behavioral and computer vision applications.

PythonReactDjango
Production ML

Fax OCR Framework

Production OCR system using AWS Textract to extract structured data from prescription faxes, automating 2000+ prescriptions monthly.

PythonAWS TextractOCRHealthcare