// Solutions Architect · Applied AI · Automation
I design, build and operate: AI agents, process automation, cloud platforms and digital product. 10+ years in regulated industries, plus my own SaaS in production.
// 01
Four ways to take work off your plate.
Agents and assistants that work with your data: RAG, document extraction (OCR/NER), catalog classification, and AI content & video generation. From proof of concept to production, with cost control and security.
Processes that run themselves, with retries, traceability and human control where it matters. I integrate your systems — CRM, ERP, email, WhatsApp, data scraping — and remove repetitive manual work.
End-to-end platform design: APIs, microservices, identity and observability. Infrastructure that scales, deploys itself and stays up. Enterprise experience in banking, telco and insurance.
Your idea, in production: SaaS with payments, websites, e-commerce and mobile apps. Fast to launch, measurable and maintainable. Done for clients and for my own products.
// 02
Real products, in production, with users.
Own SaaS · live and billing
AI training coach: describe your workout in plain language and it becomes structured workouts synced to Garmin, Strava and Intervals.icu. Dual agent architecture (LangGraph + skill-based agent), RAG and Stripe billing.
01
AI editorial factory
A 10-stage pipeline that turns news sources into publish-ready articles, with human editorial control where it matters: collection, semantic dedup, ranking, writing, humanizing and verification.
02
AI audio guides · published app
A studio for professional AI audio guides and its first vertical: Prado Museum art tours, shipped as a mobile app on the stores with a 6-language landing.
03
// 03
A sample of work delivered to clients.
Browser extension + credits SaaS to enhance text with AI on any website.
Pharma catalog recommender and AI categorizer with a rules engine.
Product recycling labels in 9 languages, QR per reference.
Rural lodging website and API with Airbnb-synced calendar.
Headless CMS for a digital publisher, with historical archive recovery.
Static archive for an Argentine news outlet behind a reverse proxy.
Padel e-commerce with automated catalog import.
Content & SEO automation: assisted writing, video and monitoring.
Custom client workflows: webhooks, publishing, notifications.
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Companies · Freelance clients
// 05
2022 — hoy
Multi-country KYC/AML platform for banking. Temporal.io orchestration, agentic AI platform (Claude, MCP) and AI legal-document extraction (OCR, generative NER).
2021 — 2022
OpenShift 3→4 platform migration with Red Hat: GitOps (ArgoCD, Tekton, Helm), tech leadership and vendor management.
2018 — 2021
Company-wide Kafka event bus, TM Forum API governance, cloud-native platforms on AWS/EKS. Speaker at Google API Conference, Codemotion and Commit Conf.
2018
Web application architecture and DevOps toolchains for clients like Toyota, Santander or CGAE.
2016 — 2018
Microservices and ELK monitoring for an ecosystem handling ~5M requests/day; led the maintenance team.
Tell me about it. One call and I'll tell you if it can be automated, what it costs and what you save.
jesusperezsoler@gmail.com · +34 686 110 791