> 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