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🗓️ January 2025 Build Log

January 2025 was a month of high-velocity development, focusing on AI automation, MDX integration, RAG pipelines, and infrastructure tooling. Each project highlights a blend of engineering, deployment, and knowledge system design.

✅ Jan 30–31: Modular RAG System with Supabase + n8n​

I designed and deployed a hybrid RAG system using n8n, Supabase, and Rclone, integrating drive sync, orchestrator workflows, and vector search.
🔗 Repo
🔗 Docs

✅ Jan 27: Email Queue Debugging + Mongo-RabbitMQ Dashboard​

I built a dashboard to monitor PDF parsing queues with RabbitMQ and MongoDB, optimized job processing, and automated email ingestion.
🔗 Repo
🔗 Docs

✅ Jan 23: RAG Mastery + RAPTOR + CRM Automation​

I integrated RAPTOR and Supabase into a modular CRM and data ingestion flow, debugging PDF processing and streamlining knowledge pipelines.
🔗 Repo
🔗 Demo

✅ Jan 11: Summarization System + Economic Content Strategy​

I built a chunking and summarization framework for structured content reuse, applying it to economic variance analysis and research logs.
🔗 Repo
🔗 Draft

✅ Jan 09: AI-Driven Repository Management + Thesis Framework​

I developed an end-to-end repository parsing system with an OCR-to-CSV pipeline and an AI-assisted thesis content management tool.
🔗 Repo
🔗 Notebook

✅ Jan 07: Municipal Invoice Automation System​

I automated PDF generation and messaging workflows for municipal billing using templated styling and schedule-based dispatch.
🔗 Repo

✅ Jan 06: MDX + Next.js Enhancements for Portfolio Pages​

I refactored React components, enhanced MDX integration, and deployed dynamic Geo Projects templates with JSON configs on Vercel.
🔗 Live
🔗 Code

✅ Jan 04: Building an AI Ecosystem for GitHub Management​

I developed an integrated system for AI-assisted GitHub repo triage, metadata injection, and conversational agent assistance.
🔗 Repo

Tags​

RAG, AI Automation, MDX, Supabase, n8n