Ethnically ambiguous and Catholic, passionate about telecommunications and programming. My academic training and experience are enriched with solid skills in various areas such as Machine learning, supervised learning, cluster analysis, .NET developer, Python developer, among other languages. My knowledge ranges from programming languages such as C# (most used), Python and Java, MATLAB and C++, to web software development tools with ASP.NET MVC and Node js with frameworks such as Flask and FastAPI, JSF, JSP, Servlets, PrimeFaces and React Js (capable of developing responsive web pages). All this is complemented by knowledge of AWS, Kubernetes, Dockers, automation and control systems (PLC) and optical and wireless network planning. Thus reflecting my versatility and adaptability to address technical challenges.
Universidad de Medellín | 2016 - 2024
Data Science · Python · Telecommunications Engineering · Amazon Web Services (AWS) · NoSQL · Machine Learning · Supervised Learning · Predictive Modeling · Time Series Analysis · Regression Models · Data Analysis · Data Visualization · Signal Processing · Unsupervised Learning · Cluster Analysis · Data Modeling · Internet of Things (IoT) · Data Processing · MATLAB · Java · PLC Programming · HMI Programming · Cascading Style Sheets (CSS) · C++ · HTML · Electronics · Home Automation · Voice & Data Convergence · Capacity Analysis · Git · Neural Networks · Optical Communications · Fiber Optic Networks · SQL · Statistics · Investigation · Project Management · Cloud Computing · Object-Oriented Programming (OOP) · Networking · Microsoft Power BI
Institución Educativa Héctor Abad Gómez | 2015
During my high school education at the Héctor Abad Gómez Educational Institution, I acquired a strong foundation of knowledge in various academic subjects. Additionally, I actively participated in the science club, where I worked on projects related to chemistry and research, and achieved the following accomplishments.
Institución Educativa Monseñor Gerardo Patiño | 2004 - 2014
During my elementary and high school education at Monseñor Gerardo Patiño Educational Institution, I acquired a strong foundation of knowledge in various academic subjects. Additionally, I participated in extracurricular activities and achieved the following accomplishments: Honorable mention for good grades during the 9th and 10th grades, Active participation in the robotics club, where I worked on projects related to electronics and programming, Participation in the "Antioquia Digital Camp," digital clubs, and robotics clubs, where we reinforced our knowledge in science, technology, and communication.
Universidad de Medellín | 2023
• Development of machine learning processes in Python
• Digital holographic images applying image processing
• Phase object recovery using digital holographic
• Convolutional neural network architecture with Python
Bancolombia | 2024
• .Net Developer - ASP.NET MVC and Layered architecture
• C#, SQL, Javascript.
• Bank process automation, developer.
• Automate the monitoring and loading of Bancolombia's installed capacity and and other projects
Institución Universitaria Pascual Bravo y Ruta N | 2023
This hackathon offers hands-on experience with real-world challenges, emphasizing advanced data analysis, machine learning, and visualization techniques. Participants collaborate in multidisciplinary teams, merging technical skills with specialized knowledge. With guidance from experienced mentors, they tackle complex problems, enhancing skills and gaining valuable insights.
.Net development using ASP.NET MVC and layered architecture, proficient in C#, SQL, and JavaScript.
Bank process automation and development of Artificial Intelligence solutions for Bancolombia and other projects.
Web development using tools like Flask and FastAPI in Python, JSF, JSP, Servlets, PrimeFaces, and React Js, and optical and wireless network planning.
