Project archive
Smaller builds and earlier technical work.
Case studies are the main proof path for current automation work. This page keeps personal, academic, and AI evaluation projects available without making them compete with the strongest business-impact stories.
AI evaluation
2024 - Present
AI Model Training
Model quality work across diverse prompt types
Frontier model evaluation through prompt review, output ranking, hallucination checks, and structured feedback loops.
Prompt evaluationOutput rankingLLM qualitySafety review
Open projectComputer vision
2023
PlantVision AI
95% classification accuracy
PyTorch plant species classifier trained across a 40,000-image dataset and evaluated across 25 plant species.
PyTorchComputer visionPythonDeep learning
Open projectEngineering
2023
Go With The Flow
National collegiate engineering competition
Marine energy project using piezoelectric technology to convert wave motion into power for environmental sensors.
PiezoelectricSensors3D printingData analysis
Open project