Marketing Chatbot
Cívica (for UEFA)
Semantic chatbot trained to answer queries from the organization's marketing team using NLP and LLM prompting.
Work
A selection of end-to-end AI and data science projects delivered across sports, cybersecurity, government, and smart city domains.
Selected Projects
Match Risk Assessment
Cívica (for UEFA)
NLP and LLM-based application generating match incident summaries focused on violence, crowd behavior, police interventions, and external stadium events.
Ticket Fraud Detection
Cívica (for UEFA)
Custom algorithm detecting high-probability risk in ticket re-selling for customers applying for match entry.
Point Adaptive Authentication
DefensePoint
End-to-end adaptive authentication API deciding the appropriate authentication level for each login attempt.
Government Justice Risk Detection
SKG Tecnología
Risk detection tool for the Comptroller's Auditoría General de la República (AGR) based on public contract information, using NLP, Text2Data, and ML.
Public Bus Transport Performance Detection
SKG Tecnología
TransMilenio (Bogotá public transport) performance detection using time series, image analysis, and deep learning to prevent maintenance and monitor driver performance.
Bogotá Traffic Model
SKG Tecnología
Real-time traffic analysis tool for Bogotá's Secretary of Mobility, combining mathematical-physics and mathematical modelling for business intelligence.
Photo Infraction Decider
SKG Tecnología
Decision-support tool for the National Police and Secretary of Mobility easing traffic infraction validation via image processing and ML.