Open to opportunities

Julio Anduckia

@julioanduckia

Message

I build production multi-agent AI and document-intelligence systems on Google Cloud.

Colombia

Message

What I'm looking for

I'm looking to build production agentic AI systems where I can own architecture, orchestration, evaluation, and governance across complex enterprise workflows, ideally in a remote environment.

I've built production multi-agent and document-intelligence systems for enterprise clients at ÜMA Health on Google Cloud. For an insurance client, I engineered Gemini-powered structured extraction pipelines that convert complex medical and financial documents into validated JSON and BigQuery-ready data.

I owned the Planner agent for a voice-to-voice RCSA platform built with Google ADK and GCP Agent Factory. I designed its A2A handoff to the Interviewer agent, inter-agent state management, governance model, and architecture for parallel risk assessments.

Previously, through my independent venture, I built and deployed chat and voice agents in Python using Firebase, Cloud Functions, and Firestore. I integrated OpenAI, Gemini, ElevenLabs, and Deepgram into conversational products and exposed AI capabilities through REST APIs.

My foundation includes backend development in Java and Python at Sophos Solutions, including Spring Boot, Docker, Kubernetes, SQL, and NoSQL systems. I bring a governance-first approach to agent evaluation, traceability, cost control, and security/IAM.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

ÜMA Health

Jan 2025 - Present (1 year 7 months)

Embedded AI engineering for enterprise clients, building production multi-agent and document-intelligence systems on Google Cloud. Owned the Planner agent in a multi-agent RCSA platform and delivered six document-extractor agents end-to-end.

Google ADK Vertex AI BigQuery Gemini Python Multi agent orchestration A2A Protocol Document Intelligence Structured Extraction Agent Governance IAM Prompt Engineering Evaluation

Founder & AI Solutions Engineer

Diseño y Arquitectura de Software AI

Jan 2024 - Jan 2025 (1 year)

Founded an independent venture building chat and voice virtual agents on a serverless GCP stack. Integrated commercial AI models and exposed them through RESTful APIs, while designing automation workflows on Make and n8n.

Python Firebase Cloud Functions Firestore OpenAI Gemini ElevenLabs Deepgram REST APIs Make N8n

Co-owner & Pub Manager

UNNA Craft Brewery

Jan 2023 - Dec 2023 (11 months)

Led a high-performing operations team and managed full-cycle business operations for a craft brewery.

Backend Developer

Sophos Solutions

Jan 2021 - Dec 2023 (2 years 11 months)

Developed and maintained backend systems in Java and Python, designed SQL and NoSQL databases, and collaborated with frontend developers. Resolved bugs in Java Spring Boot services and managed deployments with Docker and Kubernetes.