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Alvaro MontesinosAM

Alvaro Montesinos

AI and Automation Solutions Architect

€220/day
Valencia, ES
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Alvaro

I design and deliver digital solutions from scratch, with measurable impact on cost, latency, and efficiency.
Specialized in LLMs (RAG, evaluation, guardrails), end-to-end automation, and LLMOps. I combine Azure OpenAI / Hugging Face and OSS with good engineering practices (Docker, CI/CD, traceability) to move from idea to production safely and maintainably.

Value Proposition

Early value delivery: first functional results in days, with clear demos and architectural decisions.

Operational efficiency: I eliminate bottlenecks and repetitive tasks.

Real reliability: validation, telemetry, and guardrails to reduce hallucinations and regressions.

Costs under control: observability (logs/metrics) and predictable budgets from the start.

Services

Production-ready RAG: retrieval, embeddings, evaluation, guardrails, source citation, and traceability.

Transactional bots (web/WhatsApp/voice): validations, reminders, waiting lists, and API integration.

LLMOps / MLOps: Docker, CI/CD, E2E/A-B tests, latency/cost dashboards, and I/O security hardening.

Automation + OCR/PDF: robust normalization and massive export with measurable time savings.

Architecture & Due Diligence: technical audit, work plan, and cost/ROI estimation.

Impact Cases

OCR + classification: from 16 min → <2 min per task (≈300/day).

24/7 Reservations (web/WhatsApp/voice): -18% no-shows with reminders and validations.

KDS Orchestration (dining room–kitchen): -22% errors and -12% average wait time.


Collaboration

100% remote (CET/CEST) · asynchronous communication and weekly demos.

Full transparency in roadmap, metrics, and costs.

Do you have a project you want to launch from scratch?
Tell me the context + objective + deadline, and I'll provide a clear plan to MVP with deliverables and an estimate.
  • English

    Native or bilingual

  • Spanish

    Native or bilingual

Can work on-site
Valencia (up to 50km)

Experience

  • Cuenta propia
    AI and Automation Solutions Architect
    June 2024 - Today (2 years)
    • Orchestrator of operations tickets integrated with the visualization system: sequencing by rules (priorities, step synchronization, handoffs) aligned with cycle times; fewer delays and fewer errors.
    LLMOps RAG context engineering BMAD Web Design
  • AuraQuantic
    Technical Consultant in BPM and AI
    December 2020 - June 2024 (3 years and 6 months)
    • Integration of AI (Azure AI/ML and generative) into corporate processes to improve efficiency and decision quality.
  • Banco Santander
    Administrative Assistant
    January 2018 - January 2019 (1 year)
    • Public reception in office, support for internal users, and management of corporate tools.

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Education

  • Degree
    Universitat Politècnica de València (UPV)
    2020
    Grado
  • Erasmus Czech Technical University
    2020

Skill set

Categories

  • Other