Who am I?
Summary
I am a computer scientist with five years of experience in data science development and research, training, and evaluating machine learning (supervised and unsupervised) solutions. I have developed machine learning projects and algorithms to offer real-world solutions for mental health. I have performed statistical analysis of results and processing of big data. I have used business intelligence data to create and monitor key process indicators. I have developed technology infrastructure for data processing and visualization and back-end API (Django) website services in Azure with Linux with OpenEdx for stakeholder learning platforms. I have pursued machine learning projects in competencies to increase my abilities.
About Me
Education
Professional Experience
Professional Experience
I am pursuing a Ph.D. in Computing Science from the University of Alberta. Before this, I completed my Master's Degree in Computer Science from Tecnologico de Monterrey University. My research interests primarily lie in machine learning models related to mental health. In addition to this, I have also taken courses on data structures, algorithms, and deep learning.
Professional Experience
Professional Experience
Professional Experience
I'm a data scientist at Encona in Edmonton, Alberta, Canada. I developed data infrastructure in Azure, cleaned and visualized data in dashboards, and created machine-learning models to predict sales. As a Research Assistant at the University of Alberta, I developed an IoT application to capture smartwatch sensor data, implemented time-ser
I'm a data scientist at Encona in Edmonton, Alberta, Canada. I developed data infrastructure in Azure, cleaned and visualized data in dashboards, and created machine-learning models to predict sales. As a Research Assistant at the University of Alberta, I developed an IoT application to capture smartwatch sensor data, implemented time-series models, and applied deep learning techniques to predict mental health states.
Skills
Professional Experience
Skills
I have experience with various programming languages, such as Python, C, and SQL. I am also proficient in cloud services on Azure and Google and have professional experience in business analytics platforms such as PowerBI. Additionally, I have knowledge of database management systems like MySQL and MongoDB.
Projects
Stream.Bit
DATLAS Data Analysis
DATLAS Data Analysis
A full stack ML pipeline feeding an analytical dashboard that gives companies insight regarding the negative sentiment posted on tweets.
DATLAS Data Analysis
DATLAS Data Analysis
DATLAS Data Analysis
Analyzed data regarding traffic accidents in Nuevo Leon and developed a forecasting model.
Contact Me
Questions or Comments
Send me a message or ask me a question using this form. I will do my best to get back to you soon!
Ramon's Personal Website
Edmonton, Alberta, Canada
