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💻 Work Experience

Doctoral Researcher

(June 2019 - Present) | Stockholm University

Research area in the intersection of machine learning and immersive technologies. The aim of the project is to gain understanding on how behavioral data (physiology, motion, interactions) from users can be analyzed with machine learning methods to infer subjective characteristics form from users (skill level, emotional states) and inform the design of better adaptive virtual reality applications.

Founder

(June 2018 - Present) | PortalSense

Created a startup in Colombia that develops interactive architectural visualization for VR headsets. Check PortalSense for more details (in Spanish).

Consultant and Developer

(September 2017 - August 2019) | Multiple Projects

Design and development of VR-based solutions. Including firearms training simulator (USA), architecture visualization (Colombia), and healthcare (Sweden). Check the section Projects for more details.

Research Assistant

(February 2017 - August 2017) | Madeira Interactive Technologies Institute, LARSyS, Portugal

Design, and development of a multimodal systems for mental health interventions. Using devices like HTC-Vive, KinectV2, and wearable sensor Zephyr. Programming Windows apps using C#, and Unity. Side projects: 3D-calibration tool for low-cost CAVE systems and visual scripting toolbox for physiologically adaptive systems.

Bioengineering Professional

(April 2015 - January 2017) | Center for Bioinformatics and Computational Biology (BIOS), Colombia

Support in the formulation, planning and development of applied-research projects for industry, applying computer vision and signal processing algorithms. Using several human-interface devices and libraries such as VRPN, OpenCV and Qt.


🎓 Education

PhD in Computer and Systems Sciences

(September 2019 - present) | Stockholm University, Sweden

Research area on human behavioral analysis in interactive XR systems with machine learning methods.

MSc. Health Informatics

(September 2017 - May 2019) | Karolinska Institutet, Sweden

Design, implementation, and management of projects related to digital health sensors and health information systems.

BSc. Electronics Engineering

(February 2010 - August 2015) | National University, Colombia

Emphasis on signal processing, hardware programming, control theory, and telecommunication.
GPA: 4.4/5.0 - Ranked 3rd/50 students.


🏆 Grants and Honors

  • (2017): Scholarship for studies at Master’s level, awarded by Swedish Institute. [~600K SEK = ~60K USD]
  • (2013-2015): Grant Roberto Rocca for tuition fees during undergraduate studies, awarded by Ternium. [~2000 USD]
  • (2009-2010): Grant for technical/vocational training in Computer Systems, awarded by CHEC. [~3000 USD]

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