Luis Lirola

Luis Lirola

Forward Deployed Engineer / Applied AI Engineer

I bring 15 years of experience in commercial software development, working across the full delivery lifecycle — from discovery and requirements with product owners to architecture, technical planning, hands-on implementation and production deployment.

I also help teams integrate AI into how they build software: AI-assisted planning, agentic development, code review and delivery workflows, with human judgment and engineering quality at the core.

Luis Lirola

End-to-end engineering

From the first “what if”
to running in production.

Business thinking. System design. Hands-on delivery.
I connect the pieces — and own the outcome.

01 / DISCOVER

Find the problem
worth solving.

Turn a business idea into a clear scope. Understand users, constraints and what success should look like.

Problem framing · Scope · Success criteria
The business problem
01   Goals & constraints
02   Success criteria
One connected process. End-to-end ownership.Production insights feed the next iteration ↺

Selected work

View all 16 projects →

Independent products, enterprise systems and client projects. A closer look at the problems, decisions and delivery.

6 featured projects from a portfolio of 16.

Selected client engagements are anonymized to respect confidentiality.

Content delivery

Content
Platform
Delivery

Enterprise Engagement

Enterprise Learning Content Platform

Architecture and evolution of a learning-content platform: CMS, metadata, localization and delivery.

In development

Connected care

Patient
Platform
Clinician

Enterprise Engagement

Enterprise Telehealth Platform

Architecture and technical leadership across multiple teams delivering digital healthcare.

Architecture & leadership

Platform modernization

Legacy
Domain servicesData platformCloud delivery

Enterprise Engagement

Cloud Platform Modernization

Designing a phased transition from a legacy estate to cloud services and domain-oriented data.

Migration architecture

Education surfaces

Content
Classes
Marketplace

Enterprise Engagement

Digital Education Platform

Content, classes, conferences and a marketplace across several device types.

Live product

Research workflow

CongressInsidersFilings
Strategy research

Independent Product

Investivoq

Public market signals turned into systematic investment research, strategies and alerts.

Live product

Inventory to commerce

Inventory
StorefrontOrdersMarketplaces

Independent Product

Pets pets pets

An inventory system evolved into a commerce platform and the operations behind it.

Live product

Explore 10 more projects →

Let’s talk

Have something in mind?

lirolaluis@gmail.com