Dalton Payne

AI & ML Engineer | Data Analyst
Current Student at Nova Southeastern University
MS in Data Analytics and Artificial Intelligence

Projects

Live Audio Transcription and Translation

Real-time audio transcription and translation system using Voice Activity Detection (VAD), Runpod API, and OpenAI. Features a tkinter-based GUI displaying live transcriptions and Spanish translations.

Available on GitHub

Loan Default Prediction

This project is designed to predict loan defaults using machine learning techniques, specifically XGBoost. The project utilizes a dataset of loan applications and analyzes various borrower and loan attributes to determine the likelihood of defaulting on a loan.

Available on GitHub

Reddit Sentiment Analysis for Tech Stock Prediction

This project performs sentiment analysis on Reddit comments related to major tech companies and correlates them with the stock prices of those companies. The goal is to understand how online sentiment may influence or reflect the stock performance of companies like Apple, Google, Microsoft, Amazon.

Available on GitHub

16k Movies - Data Analysis with Predictive Modeling

This project focuses on the analysis of a dataset containing 16,000 movies, as well as the development of predictive models for movie ratings and genres based on movie titles and descriptions.

Available on GitHub

Services

Data Analysis & Visualization

I provide end-to-end data analysis, including data cleaning, descriptive statistics, and the creation of intuitive dashboards to drive business decisions.

Machine Learning Model Development

I specialize in building custom machine learning models to solve classification, regression, and clustering problems. From feature engineering to deployment, I help businesses leverage AI for better decision-making.

AI Solutions Consulting

I offer AI strategy consulting, helping businesses identify the best AI technologies to solve their specific challenges, from chatbots to process automation and more.