01Experimental public agent project
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. Explore the problem, my contribution, and the evidence available.
Read case study : Incident Lab
02Production agentic systems
Agentic Claims & Benefits Workflows
Built multi-agent and tool-calling workflows for clinical evidence and veteran benefits, with human review for consequential decisions.
03Academic / computer vision
PlantDoc: Plant Disease Classification
Developed a plant-disease classifier using an attention-augmented ResNet18 and inspected model behavior with evaluation visualizations.
04Academic / healthcare ML
Sepsis Prediction Pipeline
Built and compared classification pipelines for sepsis prediction, including preprocessing, hyperparameter tuning, and model evaluation.
05Applied algorithms project
Real-Time Parking Optimization System
Implemented and explored parking allocation, routing, and dynamic-pricing algorithms in a simulated urban setting.
06Academic / deep learning
HMER: Image to LaTeX Converter
Built a sequence-to-sequence pipeline to translate images of handwritten mathematical expressions into LaTeX.
Let’s work together
Useful AI starts with
a real problem.
Based in Michigan. Open to remote roles from Michigan and Michigan-based opportunities.