Projects

Open English

Optimisation model for assigning teachers to live classes, maximising pedagogical compatibility and operational efficiency. I led a multidisciplinary team that achieved a 30% cost reduction through scenario simulation and a continuous improvement cycle based on internal KPIs.

Open English

Predictive system for anticipating live class demand, optimising teacher availability and reducing student waiting times. Integrates time series with student behavioural variables.

Universidad de la Sabana

Machine learning model to predict student performance in standardised tests, enabling personalised early intervention. Developed with Human Centred Design in close collaboration with teachers and university management.

Universidad de la Sabana

Biometric identification system through keyboard typing pattern analysis (keystroke dynamics) for user authentication in digital educational environments.

Universidad de la Sabana

Comprehensive educational analytics platform developed with a Human Centred Design approach, integrating performance, behaviour and engagement metrics for students, teachers and university management.

Universidad de la Sabana

Applied research in the development of behavioural models using large volumes of data, applied to organisational diversity management and business internationalisation.

Woobsing S.A.S.

Digital marketing system winner of the National Innovation Award Innova 2013 (Innpulsa Colombia). Uses long tail techniques for search engine optimisation with demonstrable impact on client KPIs, accompanied by an adoption and continuous training programme.

Emoxional S.A.S.

Neuroscience platform applied to business for market analysis, work environment and human behaviour. Integrates emotional and biometric measurement to support strategic decisions in companies across multiple sectors.

Red I5 S.A.S.

Data analysis tool for evaluating prices and demand in the Colombian real estate market. Adopted by a network of real estate agents organised in work teams to promote its use in the market.

Eco-Citi S.A.

Information system for comprehensive tracking and analysis of the design and implementation of the ultra-light vehicle, including production line optimisation and vehicle performance analysis.

Eco-Citi S.A.

Direction of the design and implementation project of an ultra-light urban electric vehicle, from concept to production, with multidisciplinary team management and technical performance analysis.

AMD Telemedicine

Implementation of a complete telemedicine system in four regional cities and the capital Khartoum. I coordinated with international health organisations, local authorities and system integrators, travelling to each site to oversee project start-up.

AMD Telemedicine

Management of multiple telemedicine projects across several countries, connecting rural and urban health systems with advanced remote diagnostic technology. Development of relationships with health organisations and government authorities.

Universidad de los Andes

Research on optimisation of technical and medical resources for the provision of health services in hard-to-reach communities through telemedicine.

UNSW — Sydney

Doctoral research on statistical analysis of central aortic pressure parameters derived from the peripheral pulse. Application of principal component analysis and stepwise multiple regression to quantify cardiovascular risks.

UNSW — Sydney

Development of a hollow fibre bioreactor system prototype for tissue engineering applications, as a Master's project in Biomedical Engineering. First system of this type developed in the laboratory.

Diseño Informático Ltda.

Consulting and implementation of automation and control systems in industrial plants for multiple leading Colombian manufacturing and government companies, as a value-added reseller of Auto ID and automation systems.

Diseño Informático Ltda.

Leadership in introducing and expanding National Instruments in Colombia, establishing sales and technical support teams. We built a client network from the most prestigious universities to government institutions and the country's leading manufacturing companies.

Universidad de los Andes

Development of educational software for teaching industrial process control systems, as a thesis project for the Graduate Studies in Industrial Process Automation. First in class.

Universidad de los Andes

Design and implementation of a Holter device for continuous ambulatory cardiac monitoring, as a degree thesis in Electrical and Electronic Engineering. Includes hardware and software for signal recording and analysis.