build-with-mhonn

Projects

01June 2026

Context-Aware Report Generation

A staged pipeline (scrape, group, analyze, merge, audit) on Claude Workflows that turns Slack discussions into end-of-day handoff and weekly summary reports, published to a shared docs platform.

4 hours to 10 minutesOn-call summary toil, with 98% team acceptance.
  • Claude Workflows
  • Python
  • Slack
  • Shared docs platform
View project
02December 2025

ORC, AI-Powered Receipt Processing

A mobile-installable PWA that turns receipt photos into structured, exportable expense data. Gemini OCR extracts a dozen fields with a confidence score each.

12 fieldsExtracted per receipt, each with a confidence score.
  • Gemini OCR
  • Web Workers
  • IndexedDB
  • PWA
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03March 2026

KwizMe, AI Quiz Generator

A full-stack Next.js PWA that converts uploaded PDFs into AI-generated multiple-choice quizzes, each with an explanation and a citation back to the source.

PDF to quizWith explanations and citations back to the source.
  • Next.js
  • Google Gemini
  • Supabase
  • Row-level security
View project
04July 2026Work in progress

Course Generation Pipeline

A multi-stage content pipeline (ingest, analyze, study-pack, narrate, QA, build) driven by a Python CLI orchestrator, bzctl, that generates self-contained, portable training courses.

1 commanddocker compose up starts the finished course.
  • Python CLI
  • Docker Compose
  • Claude
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05Side build

Multi-env GitOps Platform

A fully automated, GitOps-driven Kubernetes platform that runs on a laptop. Terraform bootstraps the cluster and ArgoCD, and Git is the only way anything reaches an environment.

Dev and prodDev deploys continuously. Prod changes only through a reviewed release.
  • Terraform
  • k3d
  • ArgoCD
  • Argo Rollouts
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06Side build

Marketplace and k6 Load Testing

A small online marketplace built as a realistic workload for the Kubernetes platform, then load tested with k6. Real data, money moving between wallets, and real ways to go wrong under load.

4 invariantsChecked after load to prove the marketplace is still correct.
  • FastAPI
  • PostgreSQL
  • Kubernetes
  • OpenTelemetry
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07Side build

Self-Hosted RAG Document API

Ask questions about your own documents, answered by a model running on your machine. Chunking, embedding, retrieval and generation all run on the host.

100% localNo document or question reaches a hosted API.
  • FastAPI
  • ChromaDB
  • Ollama
  • Python
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