> Professional Overview

Kaleb Coleman

Data Science Undergraduate | ML, Data Engineering, Full-Stack AI, Cybersecurity

Data science undergraduate who builds end-to-end systems from raw API ingestion and schema-validated pipelines to predictive models and interactive dashboards. Core strengths in statistical modeling, feature engineering, and reproducible workflows across Python, R, and SQL. Experience shipping full-stack AI applications, spatial sports analytics packages, and leakage-aware predictive models. Exploring deep learning, computer vision, and autonomous systems.

🎓 B.S. in Data Science 🔒 Cybersecurity minor 📅 May 2026

Education

Northern Arizona University

B.S. in Data Science

Cybersecurity minor

Expected graduation: May 2026

Professional Experience

Data Analyst

Recording Academy (GRAMMYs)

Website audience analysis, exploratory data analysis and visualization, user segmentation, and A/B testing to inform content strategy.

Operations Manager

Moody Concepts

Managed operations workflows, tracked performance metrics, and coordinated execution across day-to-day business activities.

Technical Skills

Languages

Python R JavaScript TypeScript SQL C HTML/CSS

Data & ML

pandas NumPy scikit-learn PyTorch PyGAM Logistic regression GMM PCA Ridge/LASSO/Elastic Net Random Forest Brier score calibration

Statistical Methods

GAMs Bootstrap k-fold CV Monte Carlo simulation Elo rating system Leakage-aware rolling windows AUC calibration diagnostics

Deep Learning

Feedforward networks (ANN) CNN RNN Hyperparameter optimization Filter visualization Experiment tracking (W&B)

AI & Agents

Google Gemini LlamaIndex ReAct RAG HuggingFace embeddings PDF vector indexing Intent classification

Data Engineering

API ingestion JSON parsing Schema validation SQLite upserts PostgreSQL SQLAlchemy ETL pipelines concurrent.futures Makefile automation

Web Development

Flask Django REST Framework Fastify Next.js 14 React 18 Vite JWT auth REST API design Jinja2 Prisma Zod Stripe

DevOps & Tools

Docker docker-compose Git/GitHub GitHub Actions CI/CD Azure Web App Gunicorn Redis pnpm Vitest pytest unittest

Visualization

matplotlib plotly Streamlit ggplot2 Recharts Canvas API Court heatmaps PCA scatter plots Reliability curves