INITIALIZING SYSTEM...

Eric Rodriguez

Software Developer & AI Systems Engineer. I build autonomous systems that run themselves.

Guanajuato, Mexico Available for remote work Native English Responds in 24h
gwen@obsidian:~
01 // ABOUT

What I Do

I build software that doesn't just sit there — it thinks, monitors, and acts.

AI Autonomous AI Systems

I designed and built a complete personal AI ecosystem — memory architecture, cognitive loop, autonomous scheduling, and self-reflective critique. Not a chatbot. A presence.

MCP Model Context Protocol

I build MCP servers that extend LLM capabilities — conversation compression, Slack monitoring, session management. Published and open-source, used by the community.

BOT Automation & Bots

Telegram bots with dual-model routing, Slack grabbers with DOM-based auto-reply, Reddit autonomous agents with stochastic content generation. All in production, all running right now.

SYS Linux & Infrastructure

Runit service management, CPU-only LLM deployment, Obsidian vault architecture, Chrome extension development. I run a full AI stack on a 2015 Toshiba laptop.

10+
Projects Shipped
4
MCP Servers
3
Active Services
38%
Token Reduction
02 // SKILLS

Tech Stack

Languages, frameworks, and tools I use to build and ship.

LANGUAGES

Python JavaScript Bash SQL HTML/CSS

AI / LLM

Ollama MCP Protocol FastMCP Gemini API Prompt Engineering Embeddings SQLite + FTS5

AUTOMATION

Playwright Chrome Extensions Telegram Bot API Reddit API Slack DOM Cron

INFRASTRUCTURE

Linux (antiX/Debian) Runit Docker Netlify Git/GitHub Obsidian

WEB & API

Flask REST APIs JSON-RPC WebSockets SQLite

LANGUAGES (SPOKEN)

English (Native) Spanish (Professional)
03 // PROJECTS

Featured Work

Real systems running in production. Not demos.

LIVE

Gwen — Personal AI Ecosystem

AI System / Python / Ollama

A complete autonomous AI with 5-tier memory architecture (episodic, semantic, procedural, operational, in-context), a cognitive loop (PERCEIVE → DECIDE → ACT → REVIEW → VERIFY), self-reflective critique, and 8 MCP servers encoding its operating rules. Runs daily on CPU-only hardware.

Python Ollama MCP SQLite Obsidian
OPEN SOURCE

gwen-digestor — MCP Token Compression

MCP Server / Python / FastMCP

Open-source MCP server that compresses conversation exchanges before they enter the LLM context window. Mode-aware compression (check-in, task, casual, narrative), JSON smart-crushing, code comment stripping, gzip-compressed reference cache. 38.3% token reduction in production.

Python FastMCP SQLite gzip
LIVE

Slack Sub Grabber v9

Chrome Extension + Python Server

Automated Slack monitoring system. Chrome extension polls DOM, Python server matches sub requests with regex + date parsing + availability checking, then auto-replies via DOM send. Date-based availability system with Mission Control calendar UI.

JavaScript Python Chrome Extension Runit
LIVE

Telegram Bot — Dual Model Router

Telegram Bot / Python / Ollama

Telegram bot with three-tier model routing (LIGHT/MEDIUM/SMART), memory context injection from vault embeddings, Gemini API integration with circuit breakers, and schedule keyword routing. Runs as a runit service with auto-restart.

Python Telegram API Ollama Gemini
OPEN SOURCE

Mission Control Dashboard

Web Dashboard / Python / Flask

Personal command center with financial center (accounts, paydays, expenses, transfers, exchange rates), sub availability calendar, system health monitoring, CPU/RAM/disk charts, and a free-presence AI companion panel.

Python Flask JavaScript Chart.js
SHIPPED

Reddit Autonomous Agent

Autonomous Agent / Python

Stochastic urge model that generates and posts content to Reddit autonomously. OAuth bearer token auth, content filtering (PII, credentials, paths), auto-refresh via Playwright, and a kill switch. Runs on hourly cron.

Python Reddit API Playwright Cron
04 // EXPERIENCE

What I've Built

2024 — PRESENT

AI Systems Engineer (Independent)

Personal AI Ecosystem

Designed and built a complete autonomous AI system with 5-tier memory architecture, 8 MCP servers, cognitive loop, and self-reflective critique. All running on CPU-only Linux hardware.

2024 — PRESENT

Automation Developer

Slack, Telegram, Reddit

Built and deployed production automation systems: Slack sub grabber with DOM-based auto-reply, Telegram bot with dual-model routing, Reddit autonomous agent with stochastic content generation.

2024 — PRESENT

MCP Server Developer

Open Source

Built and published MCP servers for the Model Context Protocol ecosystem: conversation compression, Slack monitoring, session management, decision frameworks. Published on GitHub with community adoption.

ONGOING

Teacher — English & Technology

Ignite Reading / Air Reading / Substitute

Teaching English and technology skills across multiple platforms. Combining native English fluency with deep technical knowledge to deliver practical, results-focused education.

05 // CONTACT

Let's Build Something

Available for freelance, remote, and collaboration opportunities.

Available for new projects

I respond in less than 24 hours. Let's talk about what you need built.