AI Automation & Agent Systems

My AI work is built around practical systems, not isolated demos: agent orchestration, dynamic model routing, automation workflows, and production-ready infrastructure that supports real use cases.

Overview

I design multi-agent AI workflows, orchestration layers, and automation pipelines that connect LLMs, APIs, messaging, and production infrastructure.

AI systems designed for repeatable execution rather than one-off prototypes
Faster experimentation with model fallback, orchestration, and tool-calling patterns
Automation pipelines that support content, operations, and future product ideas

Focus areas

Multi-agent AI architecture combining OpenClaw, Telegram, and LLM APIs
Automation workflows for content generation, task orchestration, and API integrations
Dynamic routing across NVIDIA NIM, OpenAI, Anthropic, local models, and external APIs
Production infrastructure with Docker, VPS, Nginx, monitoring, and reliability constraints

Relevant experience

Personal Lab

01/2026 - Present

Building a personal AI Operating System with specialized agents, centralized orchestration, and scalable automation pipelines.

Neurolinks ecosystem

Current

Applying AI, automation, and content workflows to websites, assistants, media pipelines, and operational experimentation.

15+ years of prior operations

Background

Grounding AI systems in real operational constraints such as latency, cost, reliability, supportability, and user adoption.

Core stack & environments

OpenClawTelegramOpenAIAnthropicNVIDIA NIMDockerNginx

Business impact

AI systems designed for repeatable execution rather than one-off prototypes
Faster experimentation with model fallback, orchestration, and tool-calling patterns
Automation pipelines that support content, operations, and future product ideas

Ready to create something amazing together?

Let's discuss how I can help bring your vision to life through strategic design that delivers tangible results for your business.

AI Automation & Agent Systems | Matthieu Pesesse | Matthieu Pesesse