Nathanael Johnson

HELLO, WORLD!

package aboutMe;

public class Nathanael extends humanes {
    public Nathanael() {
      String fullName = "Nathanael Johnson";
      String homeTown = "Saba, Netherlands Antilles";
      String school = "Lipscomb University";
      int Anticipated Graduation = July 2025;
      String major = "Applied AI";
      --> Resume resume = new Resume("pdf");
      String[] hobbiesAndInterests = new String[] {
        "working out",
        "hiking",
        "cinematography",
        "drawing",
        "video games",
        "board games"
      }
    }
    public static void contact() { }
}

PROJECTS

Personal Website

This website was made from pure HTML/CSS! I also created all of the icons using DALLE-3.


Repo for this website

HTML / CSS / JavaScript

Mental Health LLM Evaluation

Evaluating Large Language Models for Mental Health Applications: A Comprehensive Study on Bias and Fairness.



Project Repo
Presentation
Python / Powerpoint

Airline Revenue Optimization System

Designed a predictive ML system for airline passenger no-shows to maximize overbooking revenue using cost-sensitive learning and Monte Carlo simulations.



Project Repo
Python

F1 AI Race Predictor

Built an end-to-end race prediction platform using historical race data, weather, driver performance, and qualifying results, achieving 68.5% accuracy.



Project Repo
Dashboard
Python / Dashboard

Portfolio Optimization Dashboard

Designed a full-stack investment optimization system supporting strategies like Markowitz, Black-Litterman, and Risk Parity, with real-time analytics dashboards.



Project Repo
Python / Dashboard

Nashville Airbnb Data Dive

Enhancing InsideAirbnb.com with Predictive Analytics on Nashville Listings: A Data-Driven Approach to Price and Rating Predictions.



Project Repo
Presentation
Python / Powerpoint

Restaurant Review Data Dive

Uncovering Customer Satisfaction Drivers through Sentiment Analysis and Predictive Modeling of Restaurant Reviews across Multiple States.

Project Repo
Python

Car Sales Data Dive

Predicting Car Sale Prices through Advanced Data Cleaning, Feature Engineering, and Regression Modeling.

Project Repo
Python

Employee Attrition project

Strategic Employee Attrition Analysis and Retention Solutions Visualization.


Project repo
Dashboard
Presentation
Tableau / Web

Lyft Data Project

Lyft Market Expansion Strategies and Optimization in Washington D.C.


Project repo
Dashboard
Presentation
Tableau / Web

Bird Data Analysis


Project repo
Presentation
Python

Exploring Internet Usage

Global Internet Usage and Search Engine Preferences Analysis


Project repo
Dashboard
Presentation
Tableau / Web

Covid-19 Use Data

Compare and contrast spectral clustering with K-means and KNN clustering in order to determine the relationship between peaks of Covid-19 transmissions.


Project
Presentation
Python

Understanding Ransomware

Report

Python

EDUCATION

Lipscomb University

M.S. - Applied Artificial Intelligence (AI)

Relevant Coursework:

Data Science

  • Foundations of Artificial Intelligence (MSAI5513)
  • Applied AI in Engineering (ENGR5513)
  • AI Interfaces (MSAI5533)
  • Ethics and Societal Impact of AI (MSAI5543) *
  • AI Studio I (MSAI5563) *
  • Artificial Intelligence Capstone (MSAI5583) *

Middle Tennessee State University

M.S. - Data Science

Relevant Coursework:

Data Science

  • Data Understanding (DATA 6300)
  • Applied Business Analytics (MBAI 6905)
  • Applied Statistical Methods (STAT 6020)
  • Predictive Modeling (DATA 6320)
  • Data Exploration (DATA 6310)
  • Analysis of Large-Scale Data Sets (STAT 5700)

Lipscomb University, Nashville

B.S. - Data Science

Graduated: December 2022

Relevant Coursework:

Data Science

  • Intro to Computer Science (CS 1122)
  • Intro to Programming (CS 1213)
  • Object-oriented Programming (CS 1233)
  • Computer Apps for Data Science (DS 2063)
  • Database Management Systems (CS 2243)
  • Math Structures (CS 2223)
  • Information Ethics & Policy (DS 3123)
  • Principles of Data Science (DS3123)
  • Information Structures (DS 3223)
  • Data Mining and Analysis (DS 4223)
  • Research Methods-Data Science (DS 4133)
  • Web Development I (IT 2223)
  • User Interface Design (IT 2233)
  • Network Principles (IT 3313)
  • System Analysis (IT 3413)
  • Information Security (SEC 3113)
  • Software Studio II (SENG 3613)

Math

  • Calulus I (MA 1314)
  • Calculus II (MA 2314)
  • Calculus III (MA 2324)
  • Logic Proof & Math Modeling (MA 2903)
  • Differential Equations (MA 3133)
  • Theory of Statistic (MA 3123)
  • Linear Algebra (MA 3213)
  • General Physics I (PH 2414)
  • General Physics II (PH 2424)

Other

  • Supply Chain Management (OSCM 3503)
  • Leading and Managing people (MG 3503)
  • Internet Impact on Society (LUSS 2093)
  • Data-driven Decision Making (MG4813)