Engineering Atlas

Deep-dive case studies detailing the architecture, execution, and outcomes of my most significant projects. For a full history of my code, visit GitHub.

Algorithm route

Semantic Search MCP

A local MCP server that indexes codebases into embeddings and exposes hybrid search to AI coding assistants

MCP ProtocolLocal EmbeddingsHybrid Search +8

Signal station

Lia

A full-stack AI chat system with streaming responses, provider switching, and real-time sentiment analysis

FastAPIReact 19SSE Streaming +15

Operations grid

Unified Chat API

A provider-agnostic LLM gateway unifying five AI providers behind a single Next.js API layer

Next.js 15Multi-LLMServer Actions +6

Forest region

Terra Forest Monitor

A serverless forest intelligence dashboard that fuses five public environmental APIs through a Cloudflare Worker gateway

Cloudflare WorkersReactGeospatial APIs +10

Algorithm route

Auto-Coursera

A browser extension that automates Coursera workflows for 200+ users on the Chrome Web Store

Manifest V3Multi-LLMChrome Web Store +7

Growth plot

Psyduck Learning Platform

A multi-role educational platform with live sessions, assignment pipelines, and real-time collaboration

ReactTypeScriptMulti-Role Architecture +4

These case studies represent the major architectural work. There's plenty more engineering over on GitHub.

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