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Lucas CastroLC
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Lucas Castro

@lucascastro

AI-focused software developer building MCP servers, agents, and automation with production vision.

Uruguay
Message

What I'm looking for

I’m looking for a role where I can build AI agents with MCP/LLMs, automate real business processes, and ship production-ready solutions. I want to work across integrations (REST/SOAP) and also apply my Computer Vision and full-stack skills.

I’m a software developer and Computer Engineering student focused on AI agents and automation. I build MCP (Model Context Protocol) servers that connect LLMs (Claude) to databases and WSDL/SOAP services, and I develop agents that automate concrete processes and tasks.

In my current IT Analyst role (from IT Assistant) at SOMIL S.A., I built MCP servers enabling agents for processes and queries across heterogeneous systems. I also developed automations for operational workflows (production reports, invoice registration) and created data dashboards using Metabase and Node-RED, working with CakePHP, PHP, Python, and MySQL.

I bring production experience in Computer Vision with my own models (CNN, OpenCV, TensorFlow) connected to traceability systems, and I’ve complemented this with full-stack development using Next.js, React, and CakePHP. My featured projects include a hierarchical orchestrator multi-agent system, a CNN-based part orientation classifier, and automation-driven web/CRM work for SMEs.

Experience

Work history, roles, and key accomplishments

SS
Current

IT Analyst

Somil S.A.

Jul 2024 - Present (2 years)

Built MCP servers connecting LLMs (Claude) to databases and WSDL/SOAP services, enabling agents to automate processes and queries. Developed automations and dashboards (Metabase, Node-RED) and implemented production computer vision solutions integrated via REST and SOAP APIs.

CG

IT Technician

Cyber Green

Jan 2020 - Jan 2022 (2 years)

Provided user technical support, performed hardware maintenance and repairs, and handled customer service.

Education

Degrees, certifications, and relevant coursework

Faculty of Engineering, UdelaR logoFU

Faculty of Engineering, UdelaR

Computer Engineering, Computer Engineering

2021 -

Computer Engineering studies in progress, focused on AI agents and automation. Resumed in 2025 after prior interruption.

UE

UdelaR (Faculty of Engineering)

Technical Degree, Cybersecurity

2022 - 2024

Incomplete Cybersecurity technical degree completed over approximately 1.5 years.

UI

UBA IALAB

Training Program, Data, Programming & AI

2022 - 2023

Completed a training program covering data, programming, and AI topics including AI and data governance.

Cambridge English logoCE

Cambridge English

First Certificate in English (B2), English

2023 -

Earned the First Certificate in English (B2).

GeneXus logoGE

GeneXus

Junior Analyst, GeneXus

2022 -

Completed the GeneXus 17 Junior Analyst program.

OU

OpenCV University

Fundamentals Course (Python), Computer Vision

2025 -

Grade: 94%

Completed Fundamentals of Computer Vision & Image Processing in Python with a final grade of 94%.

Coursera (Google) logoCG

Coursera (Google)

Crash Course, Python

2022 -

Completed a Crash Course on Python.

Plan Ceibal logoPC

Plan Ceibal

Full Stack Web Development (430 h), Full Stack Web Development

2021 -

Completed Jóvenes a Programar: Full Stack Web Development (430 hours).

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