Hi, I'm Luís Marques

I build enterprise AI solutions.

I’m an AI Solutions Architect with 15+ years of experience in software engineering and architecture, helping enterprises adopt scalable AI solutions. Currently at SAP.

Get In Touch euluismarques@gmail.com Copied!

About

I have led initiatives and teams across startups and global enterprises with a consistent emphasis on quality, scalability, and business value.

Recent highlights include co-creating SAP’s AI Best Practices platform (81K+ views, 700+ companies in 5 months) and delivering AI projects and reusable architectures that accelerate enterprise adoption.

Skills

Languages

Python
TypeScript
JavaScript
SQL
MongoDB
C/C++

Libs & Frameworks

Tools & Platforms

SAP BTP
AI Core
AI Launchpad
SAP Business AI
SAP CDC (Gigya)
Docker
GitHub Actions
Azure
AWS
Swagger
Postman

Experience

AI Solutions Architect, BTP AI Center of Excellence @ SAP

Jan 2022 - Present

Co-created SAP’s AI Best Practices platform (81K+ views, 700+ companies, 900+ downloads in 5 months)
Led PoCs for agents, knowledge graphs, RAG, document intelligence, and enterprise chat/analytics
Established the standard AI PoC architecture and reusable component library
Pioneered automation initiatives saving €3.8M+ and 70–90% time on key tasks
Built SAP CDC front-end dev environment, reducing tech debt from 80% to 10%
Designed extensions/products with AI, SAP BTP, React, Angular, Node.js, Java
Led teams with mentorship and technical guidance
Authored a JavaScript certification course; upskilled 60% of the Web Developer team
Delivered for governments and large enterprises with measurable quality

Strategy & Operations Lead @ Golens

Nov 2020 - Dec 2021

Led the operation from conception to a multi-country expansion in less than 5 months, starting without branding, website, product database, suppliers, delivery partners, payment system or packaging
Developed a Vue.js app to manage product stocks integrated with invoicing software, enabling the quick management of over 150,000 SKUs
Optimized the user journey by reducing 50% of steps in some cases

Lead Software Developer & Architect, Co-founder @ BrainAnswer

Aug 2015 - Oct 2020

Architected and implemented a data collection system to remotely record Webcam, Microphone, Eye-trackers, EEG headsets and sensors simultaneously by the millisecond from dozens of stations with more than 100 channels each
Engineered signal processing system to run machine learning algorithms in 5 different programming languages, such as C++, R, Python, PHP, ImageJ
Implemented a scientific study builder using ReactJS and MeteorJS, featuring video, interactive forms, and games, and integrated an analysis tool for signals, statistics, and cross-referencing hundreds of data points

Lead Software Developer & Architect, Co-founder @ GameTrade

Apr 2014 - Nov 2016

Invented an innovative chat with embedded transactions and feedback, supporting over €110,000 in traded volume
Using ReactJS and MeteorJS, built and shipped the marketplace in less than 4 months (front-end, and back-end)
Created an auto-updating database system for over 50,000 games using PHP, SQL and CronJobs

Full Stack Software Developer & Consultant, Co-founder @ Vectis

Jan 2014 - Apr 2015

Produced uniquely innovative websites, e-commerce stores, and smartphone apps used by thousands of users
Co-authored a Web-Documentary with 3D navigation

Front End Software Developer @ EyeSee

Jun 2013 - Dec 2013

Developed a back-office to manage contents along with a jQuery plugin for user interaction, in less than 6 months

Full Stack Software Developer @ GiftList

Feb 2012 - May 2013

Engineered a full-stack framework for real-time data synchronization with the database using JavaScript and PHP

Full Stack Software Developer @ SMS Server

Apr 2011 - Jan 2012

Architected (with Patent Proposal) an SMS Proxy service with servers and GSM Modems to deliver thousands of messages daily using JavaScript, PHP and C++

Full Stack Software Developer @ PaperPile

Sep 2010 - Apr 2011

Launched an expense-tracking web app with Excel-like expense tables, expense-sharing, and gamification

Open Source

SAP BTP AI Best Practices

Co-creator and Maintainer

Dec 2024 - Present

Curated practices and reusable patterns for safe, enterprise AI at SAP scale.

See project

Automated Usage Tracking Tool

Architect and Product Owner

May 2024 - Present

User-focused approach for GDPR-compliant usage data collection.

See project

SAP Customer Data Cloud accelerator

Architect and Product Owner

Feb 2023 - Present

Quality-focused development environment for SAP CDC that enables the use of modern tools, including modern JavaScript, source control, testing, code separation and quality checks.

See project

SAP Customer Data Cloud toolkit

Architect and Product Owner

Apr 2022 - Present

Chrome extension that adds new functionalities and improves existing ones in the SAP Customer Data Cloud product.

See project

Publications

Neuroorganoleptics: Organoleptic Testing Based on Psychophysiological Sensing Aug 2021

Certain Heart Rate Variability (HRV) features have a strong correlation with the preferences self-reported by the participants.

See publication

e-CoVig: A Novel mHealth System for Remote Monitoring of Symptoms in COVID-19 May 2021

Cloud-based eHealth platform for collection, management and visualization of physiological and clinical data, with a smartphone-based ubiquitous system for acquiring COVID-19 symptomatic measurements.

See publication

Awards

Cross Engagement Excellence Award | SAP Feb 2024

CX ASC Talent Award | SAP Dec 2023

Employee Spotlight Award | SAP Jun 2023

DISRU.PT Summit “Shark Tank” – 3rd Place | DISRU.PT May 2015

Startup pitch contest.

Passport to Entrepreneurship | IAPMEI Jun 2014

Secured investment for the development of an innovative project with high growth potential.

Expert Testimonials

Hugo Silva

Chief Innovation Officer at PLUX

Luis is a top performer and one of the hardest working professionals I ever met, distinguished for his motivation, discipline, and ability to work independently.