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
Explore Below
About Me
From battlefield to code base, I'm Jeremy—a Special Forces Medic turned AI Engineer forging a new mission in artificial intelligence. Combining military precision with technical innovation, I leverage my decade of high-stakes leadership to build resilient, intelligent systems that enhance human capabilities and solve meaningful problems. My work focuses on creating AI that amplifies human creativity and flourishing, ensuring technology serves as a partner in our collective growth rather than merely a tool. I'm passionate about designing systems that help humanity navigate our rapidly evolving future with greater meaning and purpose.
Current Focus
With graduation on the horizon, I'm focusing intensely on my final coursework at the University of Michigan-Dearborn. My current classes in Algorithm Analysis, Neural Networks, NLP, Quantum Computing, and Game Design represent the last objectives before completing my M.S. degree—applying the same determination that saw me through five deployments to this final academic mission.
Skills & Experience
A snapshot of my professional background and technical expertise.
Technical Skills
AI & Machine Learning
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
OpenAI API
Languages
Python
JavaScript
SQL
Featured Projects
A selection of my recent work in AI, machine learning, and web development.
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
Jeremy 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
Jeremy 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
Jeremy Cleland
Latest Articles
Thoughts, insights, and updates from my journey in AI and technology.
Enough is Enough: The Fight for the Major Richard Star Act
America's most wounded warriors are still fighting—but now it's against Congress. The Major Richard Star Act would end the cruel offset that steals retirement pay from 50,000 combat-injured veterans. It's time to keep our promise.
Jeremy Cleland
AI at the Operator's Edge: How Special Forces and Artificial Intelligence Are Shaping the Future of Warfare
Explore how edge AI is transforming special operations with tactical-level data processing, human-machine teaming, and enhanced decision-making at the front lines—insights from a Green Beret turned AI developer.
Jeremy Cleland
AI-Driven Medical Triage & Diagnosis: Lessons from a Special Forces Medic
Former Green Beret Medical Sergeant turned AI Engineer reveals how battlefield protocols MARCH/PAWS combined with explainable AI can revolutionize trauma care in austere environments.
Jeremy Cleland