Portfolio

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Computer Vision Web App - 02/2024

Deep learning, neural-network-driven web app that correctly classifies images as farm, solar field, neighborhood, or lake.

Web App - Project Overview - Project Code on Github

QA Chatbot - 11/2023

An AI customer service chatbot that uses Llama-2 and Retrieval Augmented Generation to answer questions based on information learned from a dataset.

Project Overview - Project on Github - App Code

Predicting Telecom Customer Churn - 11/2023

Imbalanced classification project, using Pipelines, XGBoost, LightGBM, AdaBoost, and class balancing techniques to maximize ROC-AUC when predicting customer churn.

Project Overview - Project Code on Github

Global Route Optimization - 12/2023

First place in the Jingle Bell Code Jam, December 2023. Analyzed geo-location data to optimize a route around the world, then collaborated with software engineers to deploy the solution on a webpage.

Project Overview - Project Code on Github

Predicting Used Car Price - 10/2023

Regression machine learning project using Catboost and LightGBM to minimize RMSE and computation time when predicting used car prices.

Project Overview - Project Code on Github

Classifying Movie Reviews - 10/2023

Natural language processing project classifying moview reviews by polarity, using NLTK, spaCy, and BERT language processing.

Project Overview - Project Code on Github

Visualizing Coffee Quality - 08/2023

Uses high-level plotly visualizations of coffee quality across the world to determine which region, variety, and altitude produce the best quality coffee.

Project Overview - Project Code on Github

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Statistics Tutoring

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Statistics and research methods tutoring for high school and college students levels introductory - advanced.

View My Tutoring Profile