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Santiago V. — Applied AI Operator · Forward-Deployed builder · ex-founder · FDEOS

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Spain·15+ yrs exp·flexible

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Capabilities · 10

Proficiency 1–5

agentic workflows
llm tool use
voice agents
rag

claude

evals

langchain

langgraph

llmops

enterprise architecture

Verticals · 2

saasecom

Case studies · 3

career-ops · open-source agentic job-search system

Situation: Job seekers waste hours filtering listings; ATS-side keyword games make signal disappear.
Built: Built an open-source agentic system that scrapes, filters, and ranks job listings on the candidate's behalf — with handoff to humans for any ambiguous case.
Outcome: Featured in Wired and Business Insider. Active OSS community on GitHub.

ClaudeLangGraphRAGscrapingagents

Santifer iRepair · 16-year operator + 2025 exit

Situation: Customer-service load was bottlenecking a multi-location retail repair business across Spain.
Built: Built a Claude-backed agent handling 90% of customer interactions, orchestrating 12 production databases for inventory, repair status, scheduling, and warranty.
Outcome: 30,000+ repairs processed. Cleanly exited the business in 2025. Operational SOPs preserved in agent prompt + tooling.

LLM agentstool useops automationvoice agents

Zinkee · Head of Applied AI

Situation: Mid-market SaaS for SMBs needed a horizontal AI layer to power the next generation of operator tooling.
Built: Building the AI layer end-to-end: discovery, architecture, agentic workflows, LLMOps and governance, with embedded delivery into customer environments.
Outcome: In flight (2026-present).

Applied AIagentic workflowsLLMOpsenterprise

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