Universidad Escuela Colombiana de Ingeniería Julio Garavito

CTG-Informática

Research at the frontier of AI, quantum computing, and digital transformation

We turn research in intelligent systems, data, software architecture, and cybersecurity into trustworthy digital capabilities.

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About

CTG-Informática explores problems at the frontier of knowledge in computing and digital systems. We work where answers are still emerging, testing bold ideas, challenging assumptions, and turning uncertainty into insight.

Our culture is open, creative, and rigorous. We treat conjecture as a starting point, experimentation as method, and error correction as a core strength. By combining research, knowledge transfer, integration, and innovation, we develop solutions with global relevance and practical impact in Colombia.

CTG-Informática is part of Universidad Escuela Colombiana de Ingeniería Julio Garavito and is closely connected to the following programs: Systems Engineering (Ingeniería de Sistemas), Artificial Intelligence Engineering (Ingeniería de Inteligencia Artificial), Cybersecurity Engineering (Ingeniería de Ciberseguridad), PhD in Engineering (Doctorado en Ingeniería), Master of Informatics (Maestría en Informática), Master of Data Science (Maestría en Ciencia de Datos), and Master of Information Management (Maestría en Gestión de la Información).

Research Areas

Our research connects foundational questions in computing with applied digital transformation challenges in organizations, territories, infrastructure, and society.

Quantum Computing & Computational Theory

Foundational and experimental work on computational models, quantum algorithms, and the theoretical limits of intelligent systems.

Artificial Intelligence & Machine Learning

Research and applied experimentation with learning systems, intelligent decision support, generative AI, and AI-enabled processes.

Data Management & Smart Territories

Data governance, analytics, information management, and digital capabilities for smart territories and public-interest systems.

Software Engineering for AI/ML

Architecture, reproducibility, software quality, and engineering practices for building reliable AI and data-intensive systems.

Digital Transformation

Strategies, platforms, and organizational capabilities that connect emerging technologies with measurable institutional impact.

Cybersecurity

An emerging line focused on secure digital systems, risk-aware architectures, software security, and cyber-resilient operations.

Knowledge transfer

Research depth, applied with organizational discipline

Our consulting services translate this research base into practical support for AI adoption, process automation, data, software, cybersecurity, and executive education.

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Applied Projects & Impact

Selected applied projects where CTG-Informática connects research capabilities with institutional, industrial, and public-sector challenges.

Development and Implementation of the ICT Platform for the Cundinamarca Agro-Industrial Technological Corridor Strategy (CTA-2) (2026)

Contracted by the Government of Cundinamarca. Components: (1) Learning Management System (LMS), (2) digital pedagogical content, and (3) a virtual space for service promotion.

Focus: public-sector digital platform · learning technologies · agro-industrial services

SISVida RAG Platform (2025-2026)

AI-assisted platform for auditing and traceability in healthcare claims processes.

Focus: RAG · healthcare claims · auditability and traceability

El Quimbo Hydropower Oxygenation Optimization (2022-2026)

Intelligent control and sustainable technology implementation to improve dissolved oxygen processes in hydropower operations.

Focus: intelligent control · hydropower operations · environmental performance

Digital Transformation of EMGESA Renewable Generation Plants (2021-2024)

Research and development project focused on improving reliability and efficiency in operation, maintenance, and management processes for renewable generation assets.

Focus: digital transformation · renewable energy · reliability and maintenance

CAP4CITY - Strengthening Governance Capacity for Smart Sustainable Cities (2018-2022)

Erasmus+ project with international partners to develop training and governance capabilities for smart sustainable cities.

Focus: smart territories · governance capacity · international collaboration

Publications (2018-Present)

Selected publications and research outputs from 2018 onward, reflecting the group's work across AI, software engineering, digital transformation, data, cybersecurity, and computational theory.

2026

[1] Journal

S. Rodriguez, D. Benavides, H. Cadavid, and W. Garzon, "Classifying and mining design diagrams in source code repositories using transfer learning," Array, vol. 29, p. 100656, 2026.

Array
2025

[2] Journal

E. Guevara Pabon, B. Cortes Gonzalez, I. C. Duran Tovar, L. D. Benavides Navarro, and A. Marulanda Guerra, "Designing a Digital Transformation Strategy for Hydropower Generation in Colombia," IEEE Access, vol. 13, pp. 63815-63826, 2025, doi: 10.1109/ACCESS.2025.3555537.

IEEE Access
2025

[3] Conference

J. F. Franco-Lopez, L. D. Benavides-Navarro, Y. Jarrah-Nezhad, and W. E. Garzon-Alfonso, "Generation of 3D Distributions Using Wasserstein Distance in Hybrid Quantum-Classical Generative Adversarial Networks," in Proc. SERA 2025, Las Vegas, USA, 2025. Accepted for publication.

SERA 2025
2025

[4] Conference

E. J. Guevara Pabon, B. Cortes Gonzalez, I. C. Duran Tovar, L. D. Benavides Navarro, and A. R. Marulanda Guerra, "Beneficios de la transformacion digital aplicado al mantenimiento predictivo de unidades de generacion hidroelectrica," in Proc. ERIAC 2025, Ciudad del Este, Paraguay, 2025. Accepted for publication.

ERIAC 2025
2025

[5] Conference

V. M. Hincapie Toro, J. P. Romero Sanchez, J. E. De la Calle, A. Avendano Sanchez, L. D. Benavides Navarro, and A. Marulanda Guerra, "Estimation of Dissolved Oxygen Concentration in El Quimbo Hydropower Plant," in Proc. ICEEA 2025, Paris, France, 2025. Accepted for publication.

ICEEA 2025
2024

[6] Journal

G. Cortes Sanchez, G. Rodriguez Gomez, E. Guevara Pabon, T. Fontani, I. Duran Tovar, L. Benavides Navarro, and A. Marulanda Guerra, "E-maintenance in hydropower energy generation: A case study of Enel Colombia," Renewable Energy and Power Quality Journal, pp. 105-110, 2024, doi: 10.52152/3998.

RE&PQJ
2023

[7] Journal

V. E. Ospina Becerra, "Perception of Service in Colombian Public Service Companies with Twitter and Descriptive Temporal Analysis," Applied Sciences, vol. 13, 2023, doi: 10.3390/app131810338.

Applied Sciences
2023

[8] Conference/Book Chapter

F. del Toro Osorio and V. E. Ospina Becerra, "Designing a Data Strategy for Organizations," in Communications in Computer and Information Science, vol. 1828, pp. 143-146, 2023, doi: 10.1007/978-3-031-40942-4_11.

CCIS
2023

[9] Journal

H. F. Cadavid Rengifo, "Improving hardware/software interface management in systems of systems through documentation as code," Empirical Software Engineering, vol. 28, 2023, doi: 10.1007/s10664-023-10350-7.

Empirical Software Engineering
2022

[10] Journal

H. F. Cadavid Rengifo, "System and software architecting harmonization practices in ultra-large-scale systems of systems: A confirmatory case study," Information and Software Technology, vol. 150, 2022, doi: 10.1016/j.infsof.2022.106984.

Inf. & Soft. Tech.
2022

[11] Journal

W. Garzon, L. Benavides, A. Gaignard, R. Redon, and M. Sudholt, "A taxonomy of tools and approaches for distributed genomic analyses," Informatics in Medicine Unlocked, vol. 32, p. 101024, 2022, doi: 10.1016/j.imu.2022.101024.

IMU
2021

[12] Conference

H. F. Cadavid Rengifo, V. Andrikopoulos, P. Avgeriou, and C. Broekema, "System-and Software-level Architecting Harmonization Practices for Systems-of-Systems: An Exploratory Case Study on a Long-running Large-scale Scientific Instrument," in Proc. IEEE ICSA, 2021, pp. 13-24.

IEEE ICSA
2020

[13] Journal

M. Sanabria-Ardila, L. D. Benavides-Navarro, D. Diaz-Lopez, and W. Garzon-Alfonso, "A Semantic Framework for the Design of Distributed Reactive Real-Time Languages and Applications," IEEE Access, vol. 8, pp. 143862-143880, 2020, doi: 10.1109/ACCESS.2020.3010697.

IEEE Access
2020

[14] Conference

A. Ceballos, L. D. Benavides-Navarro, and V. E. Ospina, "Towards a Measuring Framework for Knowledge Creation in Smart Cities," in Proc. 13th International Conference on Theory and Practice of Electronic Governance (ICEGOV 2020), Athens, Greece, 2020, pp. 646-653.

ICEGOV
2019

[15] Conference

F. Boujdad, A. Gaignard, M. Sudholt, W. Garzon-Alfonso, L. D. Benavides Navarro, and R. Redon, "On Distributed Collaboration for Biomedical Analyses," in Proc. IEEE/ACM CCGrid, 2019, pp. 611-620, doi: 10.1109/CCGRID.2019.00079.

CCGrid
2019

[16] Journal

D. O. Diaz Lopez, "COSMOS: Collaborative, Seamless and Adaptive Sentinel for the Internet of Things," Sensors, vol. 19, 2019, doi: 10.3390/s19071492.

Sensors
2018

[17] Journal

C. P. Santiago Cely and D. O. Diaz Lopez, "Developing Secure IoT Services: A Security-Oriented Review of IoT Platforms," Symmetry, vol. 10, 2018, doi: 10.3390/sym10120669.

Symmetry
2018

[18] Journal

D. O. Diaz Lopez and C. P. Santiago Cely, "Shielding IoT against Cyber-attacks: An Event-based Approach Using SIEM," Wireless Communications and Mobile Computing, vol. 2018, 2018, doi: 10.1155/2018/3029638.

WCMC
2018

[19] Conference/Book Chapter

W. Garzon Alfonso and H. F. Cadavid Rengifo, "Towards a Smart Farming Platform: From IoT-Based Crop Sensing to Data Analytics," in Communications in Computer and Information Science, vol. 885, pp. 237-251, 2018, doi: 10.1007/978-3-319-98998-3_19.

CCIS
2023

[20] Conference/Book Chapter

V. E. Ospina Becerra and F. del Toro Osorio, "Smart territories competitiveness based on data use," in Proc. 16th International Conference on Theory and Practice of Electronic Governance (ICEGOV 2023), pp. 479-485, 2023.

ICEGOV 2023
2022

[21] Conference/Book Chapter

H. F. Cadavid Rengifo, "Documentation-as-Code for Interface Control Document Management in Systems of Systems: A Technical Action Research Study," in Lecture Notes in Computer Science, vol. 13444, pp. 19-37, 2022, doi: 10.1007/978-3-031-16697-6_2.

LNCS
2022

[22] Journal

V. E. Ospina Becerra, "Evaluacion de la percepcion de los servicios publicos en Colombia mediante text mining via Twitter," Revista de Investigacion en Tecnologias de la Informacion, vol. 10, no. 22, pp. 49-63, 2022, doi: 10.36825/1022004.

RITI
2021

[23] Journal

V. E. Ospina Becerra, "Neural network-based optimization of fibres for seismic retrofitting applications of UHPFRC," European Journal of Environmental and Civil Engineering, vol. 26, no. 13, pp. 6305-6333, 2021.

EJECE
2020

[24] Conference

H. F. Cadavid Rengifo, V. Andrikopoulos, P. Avgeriou, and J. Klein, "A Survey on the Interplay between Software Engineering and Systems Engineering during SoS Architecting," in Proc. ACM/IEEE ESEM, 2020, pp. 1-11.

ESEM
2019

[25] Journal

W. Garzon Alfonso, "Evaluation of collaborative consumption of food delivery services through web mining techniques," Journal of Retailing and Consumer Services, 2019, doi: 10.1016/j.jretconser.2018.05.002.

JRCS
2019

[26] Journal

D. O. Diaz Lopez, "Using Reverse Engineering to Face Malware," Ingenieria Solidaria, vol. 15, no. 2, pp. 1-26, 2019, doi: 10.16925/2357-6014.

Ingenieria Solidaria
2018

[27] Journal

V. E. Ospina Becerra and M. J. Suarez Baron, "Applying Ontologies for Semantic Information Integration on Electronic Medical Records (EMRs)," International Journal of Applied Engineering Research, vol. 13, pp. 12443-12448, 2018.

IJAER
2018

[28] Journal

C. P. Santiago Cely and D. O. Diaz Lopez, "Building malware classificators usable by State security agencies," Revista ITECKNE, vol. 15, pp. 107-121, 2018.

ITECKNE
2018

[29] Journal

H. F. Cadavid Rengifo, "E-health y m-health en Colombia: antecedentes, restricciones y consideraciones para el desarrollo de nuevas tecnologias basadas en software," Revista de la Escuela Colombiana de Ingenieria, vol. 109, pp. 89-99, 2018.

RECI
2018

[30] Conference

O. P. Alvarez Pineiro, "El valor de la Inteligencia Artificial en el Servicio al Cliente: EciBot," in Proc. LACCEI, 2018.

LACCEI
2018

[31] Journal

D. O. Diaz Lopez, "Open source intelligence (OSINT) as support of cybersecurity operations: use of OSINT in a Colombian context and sentiment analysis," Vinculos, vol. 15, pp. 195-214, 2018, doi: 10.14483/2322939X.13504.

Vinculos
2018

[32] Conference/Book Chapter

W. Garzon Alfonso, L. D. Benavides Navarro, and D. O. Diaz Lopez, "REAL-T: Time Modularization in Reactive Distributed Applications," in Communications in Computer and Information Science, vol. 885, pp. 113-127, 2018, doi: 10.1007/978-3-319-98998-3_9.

CCIS
2018

[33] Conference/Book Chapter

W. Garzon Alfonso, L. D. Benavides Navarro, and M. Sanabria Ardila, "Towards Real-Time Semantics for a Distributed Event-Based MOP Language," in New Trends in Model and Data Engineering, pp. 231-243, 2018, doi: 10.1007/978-3-030-02852-7_20.

NTMDE

Doctoral Research

Ongoing Doctoral Theses

Completed Doctoral Thesis (Cotutelle)

W. Garzon-Alfonso, "Secure Distributed Workflows for Biomedical Data Analysis," PhD thesis (2023), cotutelle between IMT Atlantique (France) and Universidad Escuela Colombiana de Ingeniería Julio Garavito (Colombia). Escuela repository | theses.fr.

Master's Theses (2026-2025)

IEEE-style references, ordered from newest to oldest.

  1. W. R. Morales Rada, "Desarrollo de una metodología y herramienta para optimizar la gestión de vulnerabilidades y mitigar el riesgo de ciberseguridad en entidades financieras" [English translation: "Development of a methodology and tool to optimize vulnerability management and mitigate cybersecurity risk in financial institutions"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jan. 8, 2026. Available.
  2. E. A. Francia Guzmán, "Diseño de benchmark para evaluación de modelos de inteligencia artificial general" [English translation: "Benchmark design for evaluation of general artificial intelligence models"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Dec. 15, 2025. Available.
  3. L. E. Romero Valencia, "Predictive Identification and Risk Level Qualification in Commercial Venues via Alarm Monitoring and Machine Learning" [in English], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Dec. 15, 2025. Available.
  4. J. T. Alvarado Ramírez, "Evaluación de estrategias promocionales en el sector lácteo mediante métodos de machine learning para realizar análisis predictivo" [English translation: "Evaluation of promotional strategies in the dairy sector using machine learning methods for predictive analysis"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Dec. 15, 2025. Available.
  5. G. A. Acosta Becerra, "Diseño de herramienta de concientización sobre el ahorro, sistema pensional y aseguramiento en la etapa de retiro laboral" [English translation: "Design of an awareness tool on savings, pension system, and insurance during retirement stage"] [in Spanish], Trabajo de grado de maestría, Maestría en Gestión de la Información, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Nov. 24, 2025. Available.
  6. V. Gutiérrez Zorro, "Implementación de un modelo de machine learning para predecir el default en tarjetas de crédito, desafiando la NIIF 9 y variables macroeconómicas para una entidad financiera" [English translation: "Implementation of a machine learning model to predict credit card default, challenging IFRS 9 and macroeconomic variables for a financial institution"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Oct. 30, 2025. Available.
  7. L. C. Valero Amado and V. Torres Rubio, "Exploración del impacto de los sentimientos en Twitter sobre el precio del bitcoin mediante procesamiento de lenguaje natural, modelos de regresión y aprendizaje automático" [English translation: "Exploration of the impact of Twitter sentiments on bitcoin price through natural language processing, regression models, and machine learning"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Oct. 24, 2025. Available.
  8. A. D. Baquero Sáenz and S. A. Díaz Villamil, "Aplicación de técnicas de clasificación supervisada para la gestión del riesgo de incumplimiento en el pago de aportes en cartera en una AFP privada colombiana" [English translation: "Application of supervised classification techniques for default risk management in contribution portfolio payments at a Colombian private pension fund"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Sep. 25, 2025. Available.
  9. J. E. Rodríguez Valderrama, "Diseño de una arquitectura de seguridad eficiente para la implementación de tecnología IOMT en entidades prestadoras de servicios de salud con nivel cuatro en la atención del paciente" [English translation: "Design of an efficient security architecture for IoMT technology implementation in level-four healthcare service providers"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Sep. 19, 2025. Available.
  10. D. A. Suarez León, "Modelo machine learning para la predicción de la producción de rosas y su aplicación en la optimización logística e inventarios en la empresa Mountain Roses" [English translation: "Machine learning model for rose production prediction and its application to logistics and inventory optimization at Mountain Roses"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Sep. 8, 2025. Available.
  11. J. P. Forero Díaz, "Damian - herramienta de seguridad DAM para bases de datos Oracle en entornos empresariales: monitoreo de actividad y control de acceso" [English translation: "Damian - DAM security tool for Oracle databases in enterprise environments: activity monitoring and access control"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Aug. 22, 2025. Available.
  12. P. A. Ayala Delgado and J. M. Velandia Bautista, "Eficiencia operativa basada en gestión de datos: un modelo para pymes" [English translation: "Operational efficiency based on data management: a model for SMEs"] [in Spanish], Trabajo de grado de maestría, Maestría en Gestión de la Información, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Aug. 14, 2025. Available.
  13. L. Urrutia Jaramillo, "Gestión de conocimiento para la operación de TI en empresas de estado colombiano con modelo de operación tercerizada" [English translation: "Knowledge management for IT operations in Colombian state-owned companies with an outsourced operating model"] [in Spanish], Trabajo de grado de maestría, Maestría en Gestión de la Información, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Aug. 4, 2025. Available.
  14. J. Benítez Gutiérrez, "Clonación de código en proyectos Go open source: un análisis de prevalencia y estructura en GitHub" [English translation: "Code cloning in open-source Go projects: an analysis of prevalence and structure on GitHub"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jul. 7, 2025. Available.
  15. D. S. Berján Rodríguez, "Detección de transacciones fraudulentas en una plataforma de comercio electrónico" [English translation: "Detection of fraudulent transactions in an e-commerce platform"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jul. 7, 2025. Available.
  16. J. C. Castro Velásquez, "SpiderOps: Una plataforma basada en platform engineering para automatizar despliegues de aplicaciones de forma amigable y sencilla" [English translation: "SpiderOps: a platform-engineering-based platform to automate application deployments in a user-friendly way"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jun. 29, 2025. Available.
  17. K. A. Niño Niño, "Guía práctica de inteligencia competitiva para empresas colombianas del sector de servicios legales" [English translation: "Practical competitive intelligence guide for Colombian companies in the legal services sector"] [in Spanish], Trabajo de grado de maestría, Maestría en Gestión de la Información, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jun. 27, 2025. Available.
  18. D. F. Rodríguez Torres, "Estimating reference evapotranspiration and soil moisture for crop irrigation needs using machine learning and remote sensing" [in English], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jun. 18, 2025. Available.
  19. L. C. Rincón Manrique, "Desarrollo de herramientas de recomendación y análisis del éxito académico. Caso de estudio: Universidad Escuela Colombiana de Ingeniería Julio Garavito" [English translation: "Development of recommendation and academic success analysis tools. Case study: Escuela Colombiana de Ingeniería Julio Garavito"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jun. 1, 2025. Available.
  20. É. Martínez Martínez, "Gestión estratégica de la información: facilitando la generación de conocimiento y la toma de decisiones informadas en los programas de posgrado de la Escuela Colombiana de Ingeniería Julio Garavito" [English translation: "Strategic information management: enabling knowledge generation and informed decision-making in graduate programs at Escuela Colombiana de Ingeniería Julio Garavito"] [in Spanish], Trabajo de grado de maestría, Maestría en Gestión de la Información, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Apr. 30, 2025. Available.
  21. P. A. Molano Ostos, "Predicción de la mortalidad de la sepsis hospitalaria en la unidad de cuidados intensivos a partir de las características de los pacientes y su evolución en el tiempo" [English translation: "Prediction of hospital sepsis mortality in intensive care units from patient characteristics and temporal evolution"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Apr. 22, 2025. Available.
  22. J. P. Vallejo Figueroa, M. J. Cañón Moreno, and D. E. Bermudez Mendoza, "Problemas no tratables: enfoques de solución mediante aprendizaje por refuerzo, técnicas de optimización y computación cuántica" [English translation: "Intractable problems: solution approaches through reinforcement learning, optimization techniques, and quantum computing"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Apr. 12, 2025. Available.
  23. L. V. González Gómez and B. K. Rojas Beltrán, "Herramienta para el fortalecimiento de la construcción de código seguro" [English translation: "Tool for strengthening secure code construction"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Apr. 2, 2025. Available.
  24. A. F. Cañón Moreno, "Guía de gestión de datos maestros ESG orientado a la inteligencia de negocios para bancos del sistema financiero colombiano" [English translation: "ESG master data management guide oriented to business intelligence for banks in the Colombian financial system"] [in Spanish], Trabajo de grado de maestría, Maestría en Gestión de la Información, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Mar. 25, 2025. Available.
  25. C. E. Cañon Galeano, "Evaluación de los métodos de ingeniería de prompts y ajuste fino supervisado en sistemas Text-to-SQL basados en grandes modelos de lenguaje" [English translation: "Evaluation of prompt engineering and supervised fine-tuning methods in Text-to-SQL systems based on large language models"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Mar. 19, 2025. Available.
  26. A. M. Muñóz Sánchez, "Detección de Anomalías en la Oferta de Educación Superior en Colombia usando Autocodificadores Convolucionales de Grafos" [English translation: "Anomaly detection in Colombia's higher education offer using graph convolutional autoencoders"] [in Spanish], Trabajo de grado de maestría, Maestría en Ciencia de Datos, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Mar. 10, 2025. Available.
  27. C. A. Rojas Salazar, "Implementación de modelo para la generación de casos de prueba y ejecución a partir de especificaciones OpenAPI usando modelos de lenguaje natural" [English translation: "Implementation of a model for test case generation and execution from OpenAPI specifications using natural language models"] [in Spanish], Trabajo de grado de maestría, Maestría en Informática, Escuela Colombiana de Ingeniería Julio Garavito, Bogotá, Colombia, Jan. 25, 2025. Available.

Team

Contact

Contact us for research collaboration, graduate supervision, applied projects, and consulting or knowledge-transfer initiatives.

Email: luis.benavides@escuelaing.edu.co

Faculty of Systems Engineering
Escuela Colombiana de Ingenieria Julio Garavito
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PBX: (57-1) 6683600 Ext. 262
Autopista Norte AK 45 No. 205-59
Block B, second floor
Bogota, D.C., Colombia