Javier Lougedo

Software engineer with an MBA. I ended up spending most of my time where products make money, and the rest as a professor explaining AI to lawyers and business people.

Senior SDE & Tech Lead at Typeform · Blocks
Professor of applied AI at UNIR
Building unsaid · a daily game with AI

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Projects

CNN and people-counting notebooks

UNIR · IASP2026

Two Colab notebooks for students who do not code. Design and train a CNN on chest X-rays (PneumoniaMNIST) by moving form controls, and count people in a video with YOLO by zone and at a line, exporting counts only. Generated by script and verified with zero errors after two adversarial reviews.

Colab
CNN
YOLO

Teaching RAGs with n8n

UNIR · IASP2026

Two RAGs built in n8n and Qdrant for class. Clinical guidelines (984 documents, 128,787 chunks, interchangeable drafting models) and industrial compliance (100 documents, three answer profiles, 33 of 35 on the evaluation). Both corpora carry planted traps, so students watch a RAG fail.

n8n
Qdrant
RAG

Class prep with Claude Code

In use

UNIR2026

A Claude Code workflow for preparing each class. Nine fixed rules (a theory ceiling, one tangible deliverable, 120 minutes that add up, never invented data), four phases I sign off one by one and a nine-check quality gate. It builds the deck with speaker notes (python-pptx) and generates and verifies the notebooks by script.

Claude Code
python-pptx
Teaching

Subscription payments with Stripe

Typeform · Blocks2025

The foundation for Stripe subscriptions in Typeform forms, end to end. Plan selection, Stripe Elements, 3DS, server-side creation and verification, behind a provider abstraction that keeps PayPal viable without a rewrite.

TypeScript
React
Go
Stripe

Multi-agent feedback pipeline

UNIR2025

Reviews every submission against the module's rubric and drafts individual, criterion-by-criterion feedback for a cohort of ~110 students. I review and sign off every grade; the system removes the bottleneck.

Claude Code
Multi-agent
Education

MIKE, an AI legal advisor

Freelance2024

Legal-advice SaaS for real estate professionals, built freelance between November 2024 and February 2025.

AI
SaaS

Experience

2025–nowSenior SDE & Tech Lead · Blocks · TypeformPayments and the shared platform behind the form builder and renderer
2024–2025SDE · Site team · TypeformPublic site and growth experiments, then Blocks and payments
2024–nowProfessor of data analytics and applied AI · UNIRMaster's in Business Innovation and Transformation with AI · cohorts of ~110
2024–2025Freelance developer · MIKEAI legal advisor for real estate
2023–2024Web analyst & developer · OpenbankLaunched and led the cards vertical
2021–2023Frontend developer · HeyTradeWeb and mobile trading apps with React and React Native

University

Sessions and materials

I teach applied AI, data analytics and programming fundamentals in UNIR's Master's Degree in Business Innovation and Transformation with Artificial Intelligence.

Students: [email protected]

Lab

See the Lab

Design system In useThe tokens and components this site is built with
Ask my site In progressQuestions about my work, answered from this site's facts
MCP server In useConnect your AI to this site: my profile, projects and class materials
unsaid In progressA daily game with AI
PDF tools In progressUtilities for working with PDF documents