AI Agents & Multi-Agent Orchestration
Autonomous systems designed with CrewAI and LangChain — role-based agents that plan, act and self-correct in production.
CrewAILangChainAgentic
Scale, resilience, and production-ready intelligent automation designed by a veteran Lead IT Architect.
I've been living and thriving in Germany for 14 years, always working at the sharp edge of enterprise IT — where downtime is measured in millions and architecture decisions echo for a decade.
For 9 years from (2017 - 2026) I served Mercedes-Benz Mobility as a Solution & Cloud Architect and Site Reliability Engineer — designing mission-critical systems, leading global rollouts with a focus on the US market, and owning cloud scaling and observability at scale.
Today I'm channeling that enterprise architecture and SRE mindset into AI Engineering — bringing unparalleled production rigor, scalability and security to Agentic AI and Intelligent Automation for ambitious companies.
Gilbert Largacha Estupinan
Founder · AI Engineer · Cloud Architect
Four focused practice areas — each backed by production experience, not hype.
Autonomous systems designed with CrewAI and LangChain — role-based agents that plan, act and self-correct in production.
Robust, zero-maintenance business automations built on Make.com and n8n — replacing manual work with resilient pipelines.
Custom Retrieval-Augmented Generation, embeddings, vector stores and fine-tuned prompt engineering for your data.
High-availability deployment on Azure and Kubernetes with end-to-end observability via Splunk and OpenTelemetry.
Python
Google / Coursera
LLM Grundlagen / Fundamentals
DeepLearning.AI
LangChain
Framework Certified
n8n Automation
n8n
CrewAI Multi-Agent Systems
CrewAI
Make.com Advanced
Make
Azure AI-900
Microsoft
Advanced Prompt Engineering
Multi-vendor
Azure AI Engineer Associate (AI-102)
Microsoft — Q3 2026
LangGraph Advanced Agent Architectures
LangChain — In Progress
Databricks Generative AI Engineer
Databricks — Planned
Kubernetes CKA / CKAD
CNCF — Planned
Solution Architect · SRE · Cloud Infrastructure Lead
Daimler Hybrid Cloud, OpenShift, Azure Data Factory, Databricks, Splunk. Mission-critical systems and US-focused global rollouts.
Enterprise Integration Architect
WSO2, MuleSoft, IBM WebSphere — designing integration backbones for a global group.
Portugal · Brazil · Colombia
Match Profiler, Novabase and senior software engineering positions across three continents.
Everything you need to validate my background — one click away.
Mercedes-Benz Employment Certificate (Zeugnis)
Verified 8-year employment reference from Mercedes-Benz Mobility AG.
Google / Coursera Python Certification
Python Programming Fundamentals — Microsoft via Coursera.
Full Europass Executive CV
Complete curriculum vitae — Gilbert Largacha, 2026 edition.
Motivation Letter
Personal motivation letter outlining vision and engagement approach.
B2B inquiries only. I typically respond within 24 hours across CET business days.