lewisjustin749 Goto Github PK

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Name: Justin Lewis

Type: User

Company: 9549806479

Bio: Recent University of Central Florida Computer Engineering graduate with interest in machine learning, data science, and robotics

Location: Plantation, FL

Justin Lewis's Projects

ble-game-controller

DIY gamepad using ESP32 and controlled over BLE

classification-modeling

Classification modeling, data preprocessing, PCA for reducing dimensions, and grid search for hyper parameter optimization on HR company data set.

eda

Exploratory data analysis on HR data for company which is active in Big Data and Data Science

image-processing

Implement the basic image processing methods: convolution/correlation, template matching, color histogram analysis, Canny edge detection.

keypoint-detection-and-eye-and-face-detection

Implement the advanced vision methods: neural network units, feature detection with ORB (replacement for SIFT), and Haar cascade face and eye detection.

clustering tasks on the HR dataset. Objective is to categorize the candidates into two categories with the hope that it may be able to categorize the two types of candidates and put them into the different clusters.

linear-modeling

Basic exploratory data analysis, feature engineering, and then implement and perform various types of regression algorithms on e-commerce data

nlp

Perform a set of preprocessing on the data set and then build a high-performance machine learning model that can be used to predict whether a given news is fake or true.

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