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馃挮 About Me:

Bilingual Electronics Engineer with a Master's degree in Artificial Intelligence, I have over 3 years of experience in IT, with a current focus on bridging development and operations (DevOps/MLOps). I possess a good understanding of databases including MySQL, PostgreSQL, and MongoDB. Proficient in AWS Console operations, I manage users, establish policies, and review logs. I am currently an SME in AWS Data Pipelines and oversee services such as Route 53, Elastic Beanstalk, EC2, S3, and RDS. I am familiar with basic Terraform practices for infrastructure as code and have some experience using GitLab. I regularly address technical issues via Jira and monitor systems with OpsGenie and NagiosXI. In my master's research, I am primarily focused on image steganography using image processing techniques and steganalysis with CNN. Additionally, my master's studies have provided me with a solid understanding and expertise in Machine Learning, Deep Learning, Image Processing, and Natural Language Processing.

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馃捇 Tech Stack:

Programming and Scripting

C C++ JavaScript Python Shell Script

Web Design

CSS3 HTML5

Databases

MySQL Postgres MongoDB

Development Tools

GIT Docker CMake Jira Confluence

Frameworks/Libraries for Data Science and Machine Learning

Keras NumPy Pandas scikit-learn PyTorch TensorFlow SciPy Plotly OpenCV

Servers and Cloud

AWS Apache Nginx

Additional Tools

LaTeX Markdown Anaconda LINUX Arduino Raspberry Pi RabbitMQ

馃搳 GitHub Stats:

Sergio Rojas's Projects

hyperx-cloud-flight-battery-status-macos icon hyperx-cloud-flight-battery-status-macos

Open-source macOS application designed to monitor the battery status of HyperX Cloud Flight headphones. This app provides a simple, user-friendly interface to help HyperX users keep track of their device's battery life, ensuring they never run out of power unexpectedly.

manejo-de-trayectoria-de-robot icon manejo-de-trayectoria-de-robot

Este fue el primer proyecto de la asignatura Software de Procesadores en el periodo 2016-3 de la carrera de Ingenier铆a Electr贸nica en la Pontificia Universidad Javeriana de Bogot谩 D.C., Colombia.

multiplex-management-system icon multiplex-management-system

Implementaci贸n de un Sistemas completo de Gesti贸n de Multiplex o Cinema con opciones variables de configuraci贸n.

multiplicacion-de-matrices-con-openmp icon multiplicacion-de-matrices-con-openmp

Comparativa del rendimiento entre m茅todos de multiplicaci贸n de matrices por filas/columnas y filas/filas en arquitecturas de 10, 20 y 40 n煤cleos con OpenMP. An谩lisis de speedup y eficiencia en HPC.

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