> Portfolio

Production agentic AI case studies, followed by selected applied-ML work.

Projects (5)

NDA-safe case study · Production agentic systems

Agentic Claims & Benefits Workflows

An NDA-safe case study of production multi-agent systems built at VetClaims.ai for complex veteran disability-benefits workflows.

Agentic AIMulti-Agent SystemsTool Calling+2

May 15, 2026Jeremy Cleland

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

Aug 17, 2025Jeremy Cleland

Real-Time Parking Optimization System

A sophisticated real-time collaborative parking space optimization system using advanced algorithms including dynamic pricing, smart routing, and demand prediction for urban environments.

AlgorithmsMachine LearningPython+4

Dec 5, 2024Jeremy Cleland

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

Oct 15, 2024Jeremy Cleland

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

Nov 10, 2023Jeremy Cleland