MA/01

Skills / 05

A technical toolkit built around applied AI.

Verified tools and methods from project work, coursework, and data engineering experience—organized by how they contribute to a system.

AI / ML

Machine LearningDeep LearningCNNRNNVision TransformersTransfer Learning

Frameworks & Data

KerasTensorFlowPyTorchScikit-LearnNumPyPandasMatplotlibSQL

Development

PythonCC++JavaScriptNode.jsHTML/CSSGitGitHub

Currently exploring

Generative AILLM application developmentRAG systemsAI agentsAgentic workflowsProduction AI engineering

Working model

Data quality shapes model quality. Model capability becomes useful through APIs and applications. Deployment, observability, and iteration turn a demonstration into an engineering system.