Pedro Madruga
Principal AI Engineer at Karnov Group AB
Copenhagen, Capital Region of Denmark
Summary
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Rockstar🎓
Top SchoolPedro Madruga is a Principal AI Engineer based in Copenhagen with 11+ years of applied machine learning and software engineering experience and a track record of shipping production-scale AI products. He technically leads two teams of data scientists at Karnov Group and co-created KAILA/JunoAI, a generative conversational legal assistant that scaled from 5k to 3.5M documents, is in production in Denmark and Sweden, and has driven significant revenue and media attention. His expertise spans RAG/DeepSearch information retrieval, NLP (recommenders, NER, topic classification), and time-series forecasting, with hands-on experience building embeddings pipelines and cloud-native deployments. A Danish-language open-model advocate, he combines an engineer’s rigor (MSc-level training and 20+ years coding since Visual Basic days) with product sensibility—turning research and PoCs into stakeholder-backed, revenue-generating systems.
11 years of coding experience
17 years of employment as a software developer
Master of Science (MSc) Environmental Engineering, Master of Science (MSc) Environmental Engineering at Universidade Nova de LisboaBsC Computer and Software Engineering, BsC Computer and Software Engineering at Instituto Superior de Engenharia de Lisboa do Instituto Politécnico de LisboaTechnical University of Denmark
Danish, English, Portuguese, Spanish, French
Stackoverflow
99reputation
70kreached
3answers
0questions
Github Skills (144)
mobile-development10
automation10
react-native-blur10
app-framework10
code-structure10
android-apps10
react-native-component10
cross-platform10
splashscreen10
android10
angularjs10
mobile10
react-navigation10
ios10
react-native10
Programming languages (8)
Github contributions (5)
pmadruga/ds-jobindex
Jul 2020 - Oct 2022
Machine learning techniques (NLP) applied to the jobindex.dk dataset
Contributions:20 PRs, 67 pushes, 14 branches in 2 years 3 months
nlppytorchtransformerspythontechniques
pmadruga/react-electron-init
Nov 2017 - May 2020
Quick init using create-react-app and electron.
Contributions:11 PRs, 12 pushes, 11 branches in 2 years 6 months
reactelectroncreate-reactreactjsinit
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