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Machine learning and Natural Language Processing Research Student

Location:
Branchburg, NJ
Posted:
December 08, 2020

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Eain Kelton

EMAIL: adihmn@r.postjobfree.com PHONE: 908-***-**** LOCATION: 21 Creek Trail Branchburg NJ GITHUB: EainKelton

SKILLS PROGRAMMING LANGUAGES: Python, C/C++, JavaScript, SQL, Java, Ruby/Ruby on Rails, R, MatLab SOFTWARE AND TOOLS: Microsoft Office, Git/Github, Statistica, SAS Studio, LaTex EDUCATION The College Of New Jersey May 2021

Bachelors Computer Science

Minor in Statistics

EMPLOYMENT Research Student TCNJ

Sept. 2019 - 2021

Worked as a research student under Dr. Michael Bloodgood, studying Machine Learning and Natural Language Processing. This research has given me valuable experience in reading and writing technical papers, as well as advanced knowledge in several machine learning categories, such as supervised and semi-supervised learning, linear and logistic regression, and stopping methods. Princeton Health Center, IT assistant for Community Education May 2018 - Aug. 2019 Provided technical support as well as managed excel sheets and other documents for Community Education

PROJECTS Blog Web Application in Ruby on Rails Nov. 2020 Created a web application for Software Engineering, under the intention of creating an application that would support social justice and raise awareness to voter disenfranchisement. I implemented an application that allowed users to post and view text in a blog format, as well as upload excel files and csv files containing information, which would be converted to a html table for viewing. This project also contained databases created through SQL, and a login and authentication feature. Video Chatroom in JavaScript Dec. 2020

Implemented a video chat similar to zoom, with the ability to send messages back and forth between users using socketing, in JavaScript

WebScraping and Statistical Analysis in Python Nov. 2020 Implemented WebScraping with Scrapy and Selenium libraries in Python to gather data about product reviews on Amazon.com, in order to determine if user reviews on a product were reflective of the product itself, or if they were biased.

Self Implemented KNN and PCA for datasets in R Mar. 2019 Implemented my own K-nearest neighbors algorithm, and principle component analysis in R, for a datamining and predictive modeling course

Implementation of Machine Learning Functions in Python Sept. 2019 - May 2021 Implemented and modified several different functions into my Machine Learning research group's code base, some of which include confidence calculations for stopping methods, prediction models, and data output.

Self Balancing AVL Tree C++ Nov. 2017

Implemented a Self Balancing AVL Tree in C++

ACTIVITIES Branchburg Police Explorers, Senior Police Explorer/Volunteer Jan. 2014 - Current Active member of the Branchburg Police Explorers program for over 6 years, assisting in community events like directing traffic and parking for county fairs, and assisting in municipal court proceedings. Master O's Taekwondo, 3rd Degree Black Belt May 2004 - Current Karate Student at Master O's for over 16 years; achieved third degree black belt, and assistant instructor. TCNJ Hackathon Feb. 2019

Created a V.R project with other groupmates

TCNJ ACM Sept. 2017

Regular Attendee of the Association for Computing Machinery Club.



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