Intermediate Level Artificial Intelligence
MINTIC ∙
April 2025
Intensive bootcamp in artificial intelligence with focus on practical applications. Developed competencies in machine learning algorithms, natural language processing, and neural networks. Includes implementation of AI models using TensorFlow and PyTorch, with emphasis on ethics and responsibility in AI development.
Introduction to Public Innovation
ESAP ∙
March 2025
Specialized training in innovation methodologies applied to the public sector. Design thinking for public services, co-creation with citizens, and user-centered solution development.
Machine Learning with Python
Platzi ∙
February 2025
Specialized course in machine learning algorithm implementation using Python. Supervised and unsupervised learning techniques including linear regression, decision trees, clustering, and neural networks with scikit-learn, pandas, and numpy.
Citizen Data Science Diploma
ESAP ∙
May 2024
Comprehensive training in data analysis for the public sector. Data mining techniques, PowerBI visualization, and statistical analysis applied to civic issues. Government data interpretation, dashboard creation for public decision-making, and data science methodologies for improving transparency and efficiency in public management.
Competency-Based Pedagogy Diploma
Politecnico Mayor ∙
April 2024
Development of fundamental pedagogical skills for university teaching. Competency-based curriculum design, innovative didactic strategies, formative and summative evaluation, and educational technology. Methodologies that foster critical thinking in engineering students.
Integrity, Transparency and Anti-Corruption
Funcion Publica ∙
April 2024
Specialized training in public ethics and corruption prevention. Corruption risk identification, internal controls implementation, and transparency promotion in public management. Anti-corruption regulatory frameworks, accountability mechanisms, and institutional integrity tools.
ICT and Its Use in Litigation
EJRLB ∙
October 2024
Specialized course in the application of information and communications technologies in judicial processes. Digital tools for case management, electronic evidence presentation, and technologically advanced litigation strategies. Judicial videoconferencing platforms, electronic document management systems, and emerging technologies for legal practice.
Cybercrime and Legal Concepts
TDEA ∙
August 2024
Specialized training in computer crimes and their legal framework. Cybercrime typologies, digital investigation techniques, and legal procedures for electronic evidence handling. Cyber vulnerability identification, security incident analysis, and application of Colombian and international cybersecurity regulatory frameworks.
AI Project Formulation for the Justice Sector
UniAndes ∙
December 2023
Specialized course in the design and implementation of AI projects applied to the judicial sector. Methodologies for identifying automation opportunities in judicial processes, algorithm design for sentence analysis, and decision support systems.
Diploma in Computer Crimes, Cyber Risks and Digital Evidence Handling
Universidad Externado de Colombia ∙
August 2023
Specialization in cybersecurity applied to the judicial domain. Digital forensic analysis techniques, electronic evidence chain of custody, and Colombian legal framework on computer crimes. Forensic tools such as FTK and EnCase, metadata analysis, deleted information recovery, and procedures for preserving digital evidence integrity in judicial proceedings.
Task Automation with Power Automate
Intelligent Training ∙
May 2023
Specialized training in business process automation using Microsoft Power Automate. Automated workflow creation, Office 365 application integration, and robotic process automation (RPA) solution development. Complex workflow design, cloud service connectors, and administrative process optimization.
Systems Engineer Training for the Judicial Branch
EJRLB ∙
May 2023
Specialized program in technologies applied to the Colombian judicial sector. Judicial systems architecture, procedural database management, and technology solution development for justice administration. Judicial IT infrastructure maintenance and specialized technical support.
Cybersecurity
Coderhouse ∙
May 2023
Comprehensive course in information security and digital system protection. Cyber threats, ethical hacking, vulnerability analysis, and security architecture design. Includes ISO 27001 and NIST Cybersecurity Framework compliance.
Python Comprehensions, Functions and Error Handling
Platzi ∙
January 2023
Advanced Python programming course focused on optimization techniques and robust code management. List comprehensions, dictionary comprehensions, higher-order functions, and advanced exception handling. Decorators, generators, and advanced debugging.
Python and Virtual Environments
Platzi ∙
December 2022
Specialized course in dependency management and Python development environment configuration. Virtual environment creation with venv and virtualenv, package management with pip, and professional Python project setup. Dependency isolation, library version management, and Python application deployment.
Python Fundamentals
Platzi ∙
December 2022
Comprehensive introductory course to the Python programming language. Basic syntax, fundamental data structures, control flow, and object-oriented programming principles. Algorithmic problem solving, file handling, and basic application development.
Information Security Fundamentals
TDEA ∙
October 2022
Introductory course in information security principles and digital asset protection. Confidentiality, integrity, and availability of information, risk analysis, and basic security control implementation. Threat identification, access management, and organizational security policy application.
RPA Business Analysis Fundamentals
UiPath ∙
July 2022
Specialized course in process analysis for robotic process automation (RPA). Methodologies for identifying automation opportunities, technical and economic feasibility analysis, and RPA-optimized process design. Process mapping, use case identification, and ROI calculation for RPA projects.
Introduction to RPA and Automation
UiPath ∙
June 2022
Introductory course in robotic process automation (RPA) and its business applications. Fundamental RPA concepts, differences between traditional and robotic automation, and typical use cases across sectors. Basic UiPath Studio skills, simple workflow design, and RPA ecosystem understanding.
Object-Oriented Programming
Platzi ∙
May 2022
Advanced course in object-oriented programming paradigms applied in Python. Encapsulation, inheritance, polymorphism, and abstraction. Class design, design pattern implementation, and robust, scalable application development.
Data Science and Artificial Intelligence
Platzi ∙
April 2022
Comprehensive course in data science and applied artificial intelligence. Exploratory data analysis, supervised and unsupervised machine learning, and predictive model development. Specialized libraries including pandas, scikit-learn, and matplotlib.
Data Analytics
Coderhouse ∙
April 2022
Specialized course in data analysis and business intelligence. Data cleaning and transformation, descriptive and inferential statistical analysis, and effective visualization creation. Advanced Excel, SQL for data analysis, and Power BI dashboard creation.
OOP and Algorithms in Python
Platzi ∙
March 2022
Advanced course combining object-oriented programming with fundamental algorithms in Python. Complex data structure implementation, sorting and searching algorithms, and code optimization. Algorithmic complexity analysis and efficient solution design.
Neural Networks and Deep Learning
Coursera ∙
June 2020
Study of fundamental neural network and deep learning concepts, including construction and training of deep neural networks.
Python Data Visualization
Coursera ∙
June 2020
Specialized course in data visualization techniques using Python. Advanced statistical graphics, interactive dashboards, and custom visualizations using matplotlib, seaborn, and plotly. Data storytelling, effective visualization design for different audiences, and techniques for communicating complex insights clearly.