Portfolio - Fundamental Datum

AI WEB DEVELOPMENT |-| DATA SCIENCE |-| MULTIMEDIA

WEB DEVELOPMENT

HIS HOLINESS WILL SEE YOU NOW

OpenAI GPT-4.1 Convex Vite React TypeScript Tailwind Three.js Workers

A live, interactive audience with the Pope — real-time chat, playful confession flows, and generative UI.

HOW DOES IT WORK?

THE TEXAS A&M FOOTBALL HALL OF FAME

OpenAI GPT-4.1 DALL-E Convex Vite React TypeScript Tailwind Three.js

A tongue-in-cheek, high-polish web experience celebrating “good old fashioned traditional traditions” with generative media.

HOW DOES IT WORK?

WOKE OR NOT WOKE?

OpenAI GPT-4.1 Convex Vite React TypeScript Tailwind Workers

A playful classification concept exploring cultural memes and lightweight interaction. Quick-to-grasp concept with fast, minimal deployment.

HOW DOES IT WORK?

FUNDAMENTAL DATUM

Cloudflare Workers R2 Stream Durable Objects D1 JavaScript

A distributed systems demonstration: live video streaming, event-driven AI pipelines, real-time WebSocket synchronization, and vector search — orchestrated across Cloudflare's edge network.

HOW DOES IT WORK?

DATA SCIENCE

NLP: IT SUPPORT TICKET SYSTEM

LLMs Mistral-7B Prompt Engineering Hugging Face Natural Language Processing Sentiment Analysis JSON

PROBLEM: Manual IT ticket triage is a bottleneck, causing inconsistent prioritization and slow resolution times for users.

SEE THE SOLUTION

CV: CARGILL IMAGE CLASSIFIER SYSTEM

Computer Vision Deep Learning TensorFlow Keras ResNet50 CNNs Data Augmentation JSON

PROBLEM: Manual identification of plant seedlings is slow and error-prone, making efficient, large-scale crop management difficult.

SEE THE SOLUTION

ML: PINNACLE BANK CREDIT CARD MODEL

Machine Learning Ensemble Learning Gradient Boosting Decision Trees Random Forest SMOTE XGBoost

PROBLEM: Banking customer churn is an ongoing concern. Identifying customers likely to close accounts is critical to proactive retention.

SEE THE SOLUTION

ML: CITIZENS BANK LOAN MODEL

Machine Learning Scikit-learn Logistic Regression Decision Trees Exploratory Data Analysis

PROBLEM: High marketing spend and low engagement on personal loan campaigns makes it difficult to identify high-potential customers.

SEE THE SOLUTION

EDA: DOORDASH ORDERS

Exploratory Data Analysis Data Visualization NumPy Pandas Seaborn SciPy Jupyter Notebook

PROBLEM: Operational bottlenecks and unidentified market trends lead to inefficient driver staffing and unfocused marketing efforts.

SEE THE SOLUTION

MULTIMEDIA

FUNDAMENTAL DATUM SUBSTACK

Original writing about Faustian bargains, quantum physics, Major League Baseball, and a man whose hand won't stop exploding. Start with What Is An Altar?

READ HERE