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Timezone overlap

9h overlap with US East · Argentina

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English level

Conversational

B1

Self-assessed via CEFR ladder

(es)
Other languages:Spanish (native)es:Native

Skills & tools

Skills

Ingeniería de HarnessGuardrailsLLM EngineeringProduct Engineertechnical governancearchitecture designengineering executionscalable GenAIAI Agent architecturesproduction scalingLLM orchestrationprompt evaluationruntime isolationoperational risk mitigation

Tools

Generative AIAgentic AILangChainGitHub CopilotMCP integrationsLLM agentsModel Context Protocol APIsAI-driven backend solutionsJavaNode.jsPythonAWSprompt engineeringAPI designCI/CD automationRESTful APIsSpring MVCPostgreSQLAWS services (EC2, S3, RDS)DockerREST APIsSOAPSpringJava 8Spring BootMySQLJMeterNew RelicSQL ServerOracleLangGraphClaudeAtlassian ecosystemGPTLlamaMistralHugging Facecursor

About

Fernando currently serves as an AI Engineering Lead at Evoltis, where he leads technical governance, architecture, and engineering execution across multiple distributed software fronts, specializing in scalable Enterprise Generative AI. His work includes enabling Generative AI adoption, leading MCP integrations, and driving GitHub Copilot adoption across development teams, defining best practices and mentoring engineers to scale AI-assisted development. Prior to Evoltis, Fernando was a Tech Lead at Baufest, supporting large-scale environments like BBVA, and an AI Engineer at Eureka Labs, where he built AI-driven backend solutions and integrated Large Language Models (GPT, Llama, Mistral, Hugging Face) into scalable systems on AWS. He began his career as a backend engineer, building a strong foundation in software architecture. Fernando holds a degree from Universidad Tecnológica Nacional (UTN). A hands-on technical professional, Fernando enjoys combining software engineering, architecture, and AI to solve complex problems. He is particularly interested in AI-native products, agent architectures, and roles with technical ownership where AI creates measurable business value.

Highlights

  • Leading technical governance, architecture, and engineering execution across multiple distributed software fronts, specializing in scalable Enterprise GenAI.
  • Enabled Generative AI adoption, leading MCP integrations and driving GitHub Copilot adoption across development teams.
  • Defined standards and best practices for GenAI tooling, supported migrations, and mentored engineers to scale AI-assisted development.
  • Built AI-driven backend solutions, integrating Large Language Models (GPT, Llama, Mistral, Hugging Face) into scalable systems on AWS.
  • Optimized backend performance and ensured scalability for enterprise applications.
  • Enhanced workflows with AWS services (EC2, S3, RDS) and Docker for containerized applications.
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Work preferences

Job type
Consulting, Freelance / Independent, Full-time, Part-time
Company size / type
Early-stage startup (0-20), Growth-stage startup (21-200), Large/multinational (200+), Nonprofit / NGO, Social/Environmental Impact Company
Culture
Early-stage startup (0-20), Growth-stage startup (21-200), Independent, Large Company, Public Organization
Industries
Business Consulting, E-commerce, Finance & Accounting, Health & Telemedicine, Human Resources & Recruitment, Information Technology, Manufacturing, Marketing & Advertising, Media & Entertainment, Online Education & Training, Tourism & Hospitality
Hours
EST business hours

Salary context

Benchmarks for SMB non-tech role · Senior (7+ yrs).

India equivalent
$1,600/mo
This candidate
$7,000/mo
US local hire
$7,000/mo

US figures from BLS OEWS 2024 + Glassdoor; India figures from US SMB offshore vendor pricing. Adjusted for the candidate's seniority.

Work experience

  1. AI Engineering Lead & FDE|Technical Lead Architecting Scalable AI Agents @Evoltis · Evoltis
    Dec 2025 — Present
    AR

    - Leading technical governance, architecture, and engineering execution across multiple distributed software fronts, specializing in scalable Enterprise GenAI. - AI Agent Architectures: Designing and scaling production-grade AI Agent frameworks. …

  2. Tech Lead | Engineer AI | AI Integration Developer | Backend | Architect & Analyst @BBVA · Baufest
    Dec 2024 — Dec 2025
    AR

    - Tech Lead and AI Engineer enabling the adoption of Generative AI in an enterprise environment, leading MCP integrations within the Atlassian ecosystem and driving GitHub Copilot adoption across development teams. - Defined standards, documentation…

  3. AI Developer | Backend and Prompt Engineer | Architect & Analyst & Implementation · Eureka Labs
    Jan 2022 — Present

    - Designed and implemented AI-driven backend architectures using GPT, Llama AI, Mistral AI, and Hugging Face models. - Conducted architectural analysis and system design, ensuring scalable and maintainable solutions (Microservices). - Engineered…

  4. AI Engineer | Product Engineer | Software Solution @Eureka Labs · Eureka Labs
    Jan 2022 — Dec 2024
    AR

    - AI Developer and Software Architect focused on building AI-driven backend solutions, integrating Large Language Models (GPT, Llama, Mistral, Hugging Face) into scalable systems developed with Java, Node.js and Python on AWS. - Worked end-to-end…

  5. Software Engineer · Rooftop
    Jan 2021 — Jan 2022

    - Built RESTful APIs using Java and Spring MVC, supporting data-intensive operations. - Optimized backend performance and ensured scalability for enterprise applications. - Enhanced system design through RESTful architecture and adherence to best…

  6. Software Engineer | Product Engineer @RUS · Rooftop
    Jan 2021 — Jan 2022

    - Built RESTful APIs using Java and Spring MVC, supporting data-intensive operations. - Optimized backend performance and ensured scalability for enterprise applications. - Enhanced system design through RESTful architecture and adherence to best…

  7. Software Engineer · Ascentio Technologies S.A
    Jan 2020 — Jan 2021

    Project SABIA-Mar and SAOCOM - Delivered backend solutions in Java and Python for cloud-based systems. - Enhanced workflows with AWS services (EC2, S3, RDS) and Docker for containerized applications. - Contributed to project success through…

  8. Software Engineer @CONAE · Ascentio Technologies S.A
    Jan 2020 — Mar 2021
    AR

    - Satelital Project SABIA-Mar and SAOCOM - Delivered backend solutions in Java and Python for cloud-based systems. - Enhanced workflows with AWS services (EC2, S3, RDS) and Docker for containerized applications. - Contributed to project success…

  9. Software Engineer · DXC Technology
    Jan 2018 — Jan 2020

    American Airlines - Developed backend solutions for enterprise-grade software using Java, Spring Boot (with TDD), SQL, Node.js. - Played a key role in a large-scale migration from a monolithic architecture to a microservices-based system…

  10. Software Engineer @American Airlines · DXC Technology
    Jan 2018 — Jan 2020
    USUS company · remote

    - Supported system integration projects, ensuring reliable communication between platforms using REST APIs and SOAP. - Migrated legacy systems to modern frameworks, including Spring and Java 8. - Enhanced team collaboration through effective…

  11. Backend Engineer · Hewlett Packard Enterprise
    Jan 2015 — Jan 2018

    American Airlines - Developed backend solutions for enterprise-grade software using Java, Spring Boot (with TDD), and MySQL. - Played a key role in a large-scale migration from a monolithic architecture to a microservices-based system, leveraging…

  12. Backend Engineer @American Airlines · Hewlett Packard Enterprise
    Jan 2015 — Jan 2018
    USUS company · remote

    - Developed backend solutions for enterprise-grade software using Java, Spring Boot, and MySQL. - Designed RESTful APIs and implemented backend services for global-scale applications. - Monitored and optimized application performance across multiple…

  13. Software Engineer · HP
    Jan 2011 — Jan 2015

    Nextel - Developed backend solutions for enterprise-grade software using Java, PL/SQL, and Oracle 11g. - Designed and optimized database queries to support high-performance backend operations. - Worked within Agile Scrum, Waterfall, and Kanban…

  14. Software Engineer @Nextel · HP
    Jan 2011 — Jan 2015
    USUS company · remote

    - Delivered software solutions for enterprise systems using Java. - Worked with SQL Server and Oracle for database management. - Contributed to technical excellence through consistent knowledge sharing and collaboration.

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Education

  1. University Technician · UTN
    2009—2012
    · Programming, Technology, Programming, Databases
  2. · Universidad Tecnológica Nacional (UTN)
    2009—2014
    AR
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