Subnav project index

Projects

Snapshot from your public GitHub repositories, focused on technologies and MCP tooling patterns used across your shipped work.

Technologies used across projects

AnthropicBlackChromaDBCSSDockerDocker ComposeESLintFastAPIFirebase AuthFlaskGeminiGitHub ActionsGitHub Contents APIHTMLHuskyJavaScriptJinja2Next.jsNumPyOpenAIPandasPrettierPytestPythonReactRenderRuffSentence Transformerssentence-transformersSpotify Web APITailwind CSSTesting LibraryTypeScriptVitestWhisper (Xenova/transformers)

MCP tools in your project work

analyzeAudienceSignalscomposeOrchestratorPlandraftPostFromVoiceevaluateHumanGuardrailsexplainDataTransformexplainLyricThemefindCounselorSourcesgenerateProofNarrativeprofileDatasetQualitypublishMarkdownToReporecommendCleaningModerecommendMoodTracksscoreProjectImpactsearchEmotionVectorstraceServicePipeline

MCP architecture was explicitly referenced in AI Orchestrating Chat, where tools are integrated through a client/server MCP pattern.

CleanFlow

Repo

Dataset cleaning platform with deterministic pipelines, RAG-grounded explanations, and workflow-specific smart cleaning modes.

PythonFastAPIPandasNumPyJinja2ChromaDBsentence-transformersPytestDockerRenderOpenAIAnthropicGemini

MCP tools

profileDatasetQualityrecommendCleaningModeexplainDataTransform

LyricLens AI

Repo

Emotional music discovery experience using semantic search, vector retrieval, chatbot support, and Spotify integration.

PythonFlaskHTMLCSSJavaScriptSentence TransformersChromaDBSpotify Web APIPytestRender

MCP tools

searchEmotionVectorsexplainLyricThemerecommendMoodTracks

AI Orchestrating Chat

Repo

Next.js counselor chat with server-side OpenAI integration and MCP-powered tool orchestration.

Next.jsReactTypeScriptTailwind CSSOpenAIVitestTesting LibraryESLintPrettierHuskyGitHub Actions

MCP tools

findCounselorSourcescomposeOrchestratorPlanevaluateHumanGuardrails

Portfolio Workspace

Repo

Combined portfolio site and spec-driven microservices workspace for processing, simulation, and analysis workflows.

Next.jsReactTypeScriptPythonFastAPIDocker ComposePytestRuffBlack

MCP tools

generateProofNarrativetraceServicePipelinescoreProjectImpact

Blogtalk

Repo

Personal blog with Markdown publishing flow, Firebase sign-in, and consultant workflow for voice-to-post generation.

Next.jsReactTypeScriptTailwind CSSFirebase AuthGitHub ActionsGitHub Contents APIOpenAIAnthropicWhisper (Xenova/transformers)

MCP tools

draftPostFromVoicepublishMarkdownToRepoanalyzeAudienceSignals