> Portfolio

A showcase of my recent projects and work.

Projects (3)

Cover image for PlantDoc: Plant Disease Classification

PlantDoc: Plant Disease Classification

State-of-the-art plant disease classification with CBAM-augmented ResNet18, achieving 97.46% accuracy across 38 disease categories.

Computer VisionCNNAttention Mechanisms+3
Jeremy Cleland
Cover image for Sepsis Prediction Pipeline

Sepsis Prediction Pipeline

Advanced machine learning pipeline for early sepsis detection using Random Forest, XGBoost, and Logistic Regression models with hyperparameter tuning.

Machine LearningHealthcare AIData Science+3
Jeremy Cleland
Cover image for HMER: Image to LaTeX Converter

HMER: Image to LaTeX Converter

A deep learning-based system for converting images of mathematical expressions into LaTeX code, using sequence-to-sequence architecture with CNN/ResNet encoder and LSTM decoder.

Deep LearningComputer VisionPyTorch+5
Jeremy Cleland