Edgar Daniel Gómez Benavides Email & Phone Number

Bogotá, Distrito Capital, Colombia

• Compared the performance of convolutional models and a support vector machine using classification metrics (e.g., precision-recall, ACA, confusion matrix) to select the most suitable model for the state assessment of.
• Implemented in PyTorch multiple computer vision convolutional models (based on EfficientNet and VGG19 architectures) to classify the health state of rolling bearings using thermal images and temperature data.
• Implemented a support vector machine using Scikit-learn to classify the health state of rolling bearings using temperature data.
• Performed data preprocessing of image and temperature data and used statistical techniques (e.g., PCA, t-SNE) to extract useful features for downstream classification.
• Acquired and annotated infrared thermography data to consolidate a database for the state assessment of rolling bearings using thermal data.
• Lectured courses for the Mechanical Engineering Department.

Bogotá, Distrito Capital, Colombia

• Lead a team of technical and support staff, program monthly tasks and audit the work done.
• Present reports of preventive and corrective maintenance performed on industrial refrigeration systems.
• Electrical and mechanical data acquisition.

Bogotá, Distrito Capital, Colombia

Provide support to the engineering team with drawings, CAD modelling and calculations.

Master Of Science - Ms, Mechanical Engineering

• Thesis: A comparison of deep learning thermography-based methods for the state assessment of rolling bearings. • We propose a.

Bachelor Of Science - Bs, Mechanical Engineering

• BTA Racing Team: Design of the refrigeration system for the controller of the electric kart and tunning the drive train parameters to.