Skip to content
View MarianodelRio's full-sized avatar
  • Next Digital
  • Posadas, Córdoba, España

Block or report MarianodelRio

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MarianodelRio/README.md

Mariano del Río

AI Engineer · Mathematics & Computer Engineering

Building AI systems, agentic workflows and production software for real-world problems.

Background in Mathematics and Computer Engineering. I work across AI engineering, machine learning, backend systems and workflow automation, with a strong interest in turning ambiguous problems into useful products.

Repositories


Tech


Selected projects

A reusable software factory for agentic development.

Set up any repository for AI-assisted development with Claude Code or Codex, shared context and memory, isolated Git worktrees, task management and GitHub integration. Designed to make multi-agent development easy to set up, observable and reusable across projects.

Spec-driven software development with teams of AI agents.

Requirements → design → planning → implementation → review, with specialized agents working on independent tasks in parallel while the human focuses on defining the work and reviewing PRs.

Multi-agent system for autonomous data science workflows.

Research, analysis, modeling, evaluation and reporting coordinated by specialized agents to turn a data science problem into a reproducible workflow.

⚙️ Autobot

Multi-tenant platform for business automation.

Designed to generalize the ideas behind my real-world automation projects into reusable workflows and conversational systems for multiple clients.

Currently in the design and early development stage.


Real-world products

I also build and deploy software used by real businesses.

✂️ Peluqueria

WhatsApp appointment booking system running in production across several hair salons.

It manages availability, bookings and absences through calendar integration and a deterministic conversational flow.

🚌 BuscaBus

WhatsApp assistant for a bus company.

Helps users find routes and schedules from the company's transport data and reduces repetitive customer enquiries.


Other work

My repositories also include projects around:

  • Reinforcement learning and self-play
  • Time series forecasting
  • Optimization
  • Autonomous systems
  • Applied machine learning
  • Backend and data engineering

Projects include OrbitWars and electricityPriceForecasting.


Currently interested in

Agentic software engineering · AI systems · Applied ML · Product engineering · Workflow automation · Developer tooling

Pinned Loading

  1. swfactory swfactory Public

    Software factory to work via Agentic Development

    Python 1

  2. data-science-lab data-science-lab Public

    An autonomous data science team: specialized AI agents collaborate, iterating and learning from their own experiments.

    Python

  3. OrbitWars OrbitWars Public

    Kaggle Orbit Wars — entity-centric transformer bot trained via imitation learning + multi-phase PPO with self-play and opponent pool

    Python 1 1

  4. dev-team dev-team Public

    Framework for building software with a team of AI Agents via parallel spec-driven development

    Shell 1

  5. electricityPriceForecasting electricityPriceForecasting Public

    Spanish electricity price forecasting using tree-based ML models (XGBoost, Random Forest, M5Prime) — Bachelor's thesis project, Universidad de Sevilla

    Jupyter Notebook 1

  6. RepartidorApp RepartidorApp Public

    Project to develop app to manage and optimize package delivery.

    Dart 1