https://ethanadp.github.io/portfolio/ Recent content in Data Science Portfolio on Ethan de Para Hugo -- gohugo.io en-us Thu, 02 Mar 2017 12:00:00 -0500 https://ethanadp.github.io/portfolio/about/ Mon, 01 Jan 0001 00:00:00 +0000 https://ethanadp.github.io/portfolio/about/ With a strong background in advanced mathematics and astronomy, I have a deep understanding of complex technical concepts and the ability to effectively communicate these concepts to diverse audiences. My years of experience as a learning and teaching assistant has honed my skills in simplifying technical information for others to understand. My passion for data analysis was sparked during my studies in advanced electromagnetism and quantum mechanics, where I used Python to analyze data and compare results with fundamental constants. https://ethanadp.github.io/portfolio/contact/ Mon, 01 Jan 0001 00:00:00 +0000 https://ethanadp.github.io/portfolio/contact/ Platform URL Email: ethan.adepara@gmail.com LinkedIn: https://www.linkedin.com/in/ethan-adp6816 https://ethanadp.github.io/portfolio/post/facial-expression-ai/ Mon, 01 Jan 0001 00:00:00 +0000 https://ethanadp.github.io/portfolio/post/facial-expression-ai/ In this project, I developed a Convolutional Neural Network (CNN) using Keras and TensorFlow to detect facial keypoints and expressions. The goal of the project was to accurately predict the expression and corresponding facial keypoints for a given image of a human face. The dataset used for training and testing the model included images of faces with different expressions, with a total of approximately 27000 images split across 5 different emotions plus keypoints.