01Experimental
Incident Lab
Built a local incident investigator with real MCP tool calls, evidence-linked proposals, approval-gated simulation, and inspectable recorded evaluations.
Selected work
Engineering in practice.
Public agent experiments, production agentic work, and selected applied machine-learning projects spanning defense, healthcare, and veteran-focused systems. Explore the problem, my contribution, and the evidence available.
Read case study : Incident Lab
02Production
Agentic Claims & Benefits Workflows
Built multi-agent and tool-calling workflows for clinical evidence and veteran benefits, with human review for consequential decisions.
03Academic
PlantDoc: Plant Disease Classification
Developed a plant-disease classifier using an attention-augmented ResNet18 and inspected model behavior with evaluation visualizations.
04Academic
Sepsis Prediction Pipeline
Built and compared classification pipelines for sepsis prediction, including preprocessing, hyperparameter tuning, and model evaluation.
05Academic
Real-Time Parking Optimization System
Implemented and explored parking allocation, routing, and dynamic-pricing algorithms in a simulated urban setting.
06Academic
HMER: Image to LaTeX Converter
Replaced a teacher-forced LSTM baseline with a spatial CNN–Transformer that maps rendered formula images to LaTeX.
Let’s connect
Useful AI starts with
a real problem.
Based in Michigan. Connect about agentic AI, software engineering, and the people using what we build.