Karla Trejo

Karla Trejo

Head of Innovation

Innovation lead specialized in Artificial Intelligence. Dedicated to driving progress in the transfer of advanced scientific research into impactful technological solutions for both public and private sectors.

Professional Experience

Head of Innovation

i2CAT Research and Innovation Centre — Barcelona, Spain
2024 - Present
  • Innovation lead of the Distributed Artificial Intelligence (DAI) research group, responsible for translating research into market innovation across the Resilient AI, Multimodal AI at the Edge-Cloud Continuum, Efficient AI at the Edge and Data & AI Architectures lines.
  • Main liaison with i2CAT's business development units, defining AI strategies and identifying initiatives to foster partnerships with the public and private sectors across the Catalan territory.
  • i2CAT's representative and AI Innovation Manager within the Centre of Innovation for Data Tech and Artificial Intelligence (CIDAI), contributing to strategic initiatives and delivering impactful projects that support the objectives of Catalonia's AI Strategy.
  • Key driver of project acquisition and execution, drafting winning proposals and leading the consolidated AI initiatives secured through competitive calls, such as RETECH, Fondos de Transición Nuclear, GovTech Catalunya, Cupons ACCIÓ, Programa de Apoyo a los Digital Innovation Hubs (PADIH), RedIA Salud, and Compra Pública de Innovación (CPI).

AI/ML Expert

Unblur — Barcelona, Spain
2020 - 2023
  • Lead of AI research and development to enhance and further improve the functionalities and capabilities offered by the IRIS platform for first responders through ML and DL approaches.
  • Responsible for the architecture and deployment of AI prototypes into production environments.
  • Technical AI lead in the project "IRIS: AI-based assistant for front-line emergency management", funded by the European Innovation Council (EIC) Accelerator.
  • Representative of the advisory board for the AI community in the Digital Catalonia Alliance (DCA).

AI Software Developer & Data Scientist

KLB Group — Sant Cugat, Spain
2019 - 2020
  • AI Invoice Recognition software (AIIR) for automatic invoice analysis through NLP techniques.

R&D Engineer

IIIA-KLB Group collaboration — Bellaterra, Barcelona, Spain
2018
  • AI4Fin project: Comparative studies of AI techniques for validation of financial invoices and bills.

External Collaborator for Computer Vision tasks

Transcoma Grupo Empresarial S.L. — Barcelona, Spain
2017
  • Image pre-processing, OCR implementation and layout design for invoices digitalization.

Embedded Systems Developer

Zona Zero S.A. de C.V. — Colima, Mexico
2011 - 2012
  • Micro-controller programming and electronics technician in R&D department.

Internships

Institut d'Investigació en Intel·ligència Artificial (IIIA-CSIC)

Unitat de Desenvolupament Tecnològic en Intel·ligència Artificial (UDT) — Bellaterra, Spain
2018

Thesis writing while working and receiving valuable guidance from experienced colleagues.

Advisors: Dr. Pere García i Calvés and Dr. Josep Puyol-Gruart

National Institute of Informatics (NII)

Digital Content and Media Sciences Research Division — Tokyo, Japan
2016

Content-based image and video analysis: 3D video analysis (obtained by Kinect) for human action recognition. Development of "Group-Leader Detection and Tracking" algorithm.

Advisor: Dr. Shin'ichi Satoh

PAL Robotics

Barcelona, Spain
2014

Software development regarding people recognition and tracking to compete in RoCKIn@Home 2014 challenge using ROS and REEM robot.

Education

PhD in Automatic Control, Robotics and Computer Vision

Universitat Politècnica de Catalunya, Intelligent Data Science and Artificial Intelligence Research Center (IDEAI) — Barcelona, Spain
2014 - 2020

Thesis: "3D Partial Scans Models for People Recognition with a RGB-D Sensor"

Advisor: Dr. Cecilio Angulo Bahón

MSc in Automatic Control and Robotics

Universitat Politècnica de Catalunya, UPC-Barcelona Tech — Barcelona, Spain
2012 - 2014

Language of instruction: English

Thesis: "Active Appearance Models for People Recognition with a RGB-D Sensor"

Advisor: Dr. Cecilio Angulo Bahón

Mechatronics Engineer

Instituto Tecnológico de Colima — Colima, Mexico
2006 - 2011

Major in System Design and Automation.

Featured Publications

2025 Sergi Mercadé, Miquel Tarzan, Daniel Alzueta, Karla Trejo, Josep Escrig, Sergi Serra and Rizkallah Touma. IRIS-AI: An AI-Based Resource Recommender for Emergency Decision Support Systems of Fire Departments. International Journal of Computational Intelligence Systems, volume 18, article number 280, 2025.

2019 Karla Trejo, Pere García and Josep Puyol-Gruart. Metadata Generation for Multi-Text Classification in Structured Data. In Artificial Intelligence Research and Development. Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence, volume 319 of Frontiers in Artificial Intelligence and Applications, pages 417-421, 2019.

2018 Karla Trejo, Cecilio Angulo, Shin'ichi Satoh and Mayumi Bono. Towards robots reasoning about group behavior of museum visitors: Leader detection and group tracking. Journal of Ambient Intelligence and Smart Environments, volume 10, pages 3-19, 2018.

2016 Karla Trejo and Cecilio Angulo. Single-Camera Automatic Landmarking for People Recognition with an Ensemble of Regression Trees. Computación y Sistemas. Thematic issue: Topic Trends in Computing Research, volume 20, pages 19-28, 2016.

2015 Karla Trejo, Cecilio Angulo and Juan Carlos Aguado. Body Contours AAM in Single Camera: Automatic Landmarking for People Recognition. In Artificial Intelligence Research and Development. Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence, volume 277 of Frontiers in Artificial Intelligence and Applications, pages 279-282, 2015.

Academic Recognition

Guest Editor

Collection "Intelligent Systems for Sustainable and Inclusive Futures"

International Journal of Computational Intelligence Systems (Q1). Springer Nature.

2026
Scientific Programme Chair

27th International Conference of the Catalan Association for Artificial Intelligence (CCIA 2025)

Coordination of the peer-review process to ensure high-quality contributions and strengthen the reputation of the conference. — Valls, Spain.

2025
Member of the Thesis Examination Committee

Thesis: "CeCi: Design, Development and Validation of an Affordable Consumer Service Robot as a Social Robot"

Doctoral Programme in Automatic Control, Robotics and Vision, Universitat Politècnica de Catalunya (UPC). — Barcelona, Spain.

2024

Grants & Awards

MOU Grant, 2nd Call of 2015 - NII International Internship Program (PhD Fellowship)

Sponsor: National Institute of Informatics (NII) — Tokyo, Japan

2015
Best Poster Award - 18th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2015

Sponsor: Asociació Catalana d'Intel·ligència Artificial (ACIA) — Valencia, Spain

2015
International Postgraduate Studentship (PhD Degree)

Sponsor: CONACYT (Consejo Nacional de Ciencia y Tecnología) — Mexico City, Mexico

2014
International Postgraduate Studentship (MSc Degree)

Sponsor: CONACYT (Consejo Nacional de Ciencia y Tecnología) — Mexico City, Mexico

2012

Talks & Media