Lucas Castro
@lucascastro
AI-focused software developer building MCP servers, agents, and automation with production vision.
What I'm looking for
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
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.
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
Computer Engineering, Computer Engineering
2021 -
Computer Engineering studies in progress, focused on AI agents and automation. Resumed in 2025 after prior interruption.
UdelaR (Faculty of Engineering)
Technical Degree, Cybersecurity
2022 - 2024
Incomplete Cybersecurity technical degree completed over approximately 1.5 years.
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
First Certificate in English (B2), English
2023 -
Earned the First Certificate in English (B2).
GeneXus
Junior Analyst, GeneXus
2022 -
Completed the GeneXus 17 Junior Analyst program.
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)
Crash Course, Python
2022 -
Completed a Crash Course on Python.
Plan Ceibal
Full Stack Web Development (430 h), Full Stack Web Development
2021 -
Completed Jóvenes a Programar: Full Stack Web Development (430 hours).
Availability
Location
Authorized to work in
Website
lucascastrodev.comPortfolio
github.com/lucascastro29Social media
Job categories
Skills
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