Tech Skills

A research engineer toolkit with production instincts.

I group my tools by how I actually use them: modeling, programming, frontend delivery, representation analysis, research-data workflows, systems tooling, and databases.

AI / ML

PyTorchTensorFlowMATLAB Statistics and Machine Learning ToolboxComputer VisionDeep LearningCNNsExplainable AI

Programming

PythonJavaJavaScriptTypeScriptCC++C#AssemblySQLBash

Frontend

ReactNext.jsTailwindCSSshadcn/ui

Research

Feature-space visualizationDimensionality reductionActivation mappingModel interpretabilityMechanistic interpretabilityCategory representation

Data / Analytics

Representation analysisDimensionality reduction workflowsActivation and feature-space visualizationExperiment analysisHyperparameter analysisSQL queryingMATLAB statistical toolingResearch-data interpretation

Systems / Tools

LinuxgdbGitHubVisual Studio CodeEclipseWiresharkJiraConfluenceJamaVercel

Databases

MySQLMongoDB