Hello! π I am Michelle Pellon. I have 15+ years building data strategies, implementing AI/ML systems, and leading digital transformation for PE-backed healthcare and multi-site retail companies. I specialize in exploring the intersection of healthcare, technology, and artificial intelligence.
- π Personal Site
- π LinkedIn
- π Live NFL Predictions - Weekly prediction tracker
- VP - Information Technology, BlueSprig Pediatrics (2024-present)
- Director, DevOps, PracticeTek (2022 - 2024)
- Consultant, Energy & Healthcare Sectors (2021 - 2022)
- VP - Information Technology, iOFFICE (2019 - 2021)
- Various roles in Information Technology, Cybersecurity, and DevOps (2008 - 2019)
- Data & AI: AI/ML/LLM Implementation, Data Strategy, Predictive Analytics, Model Calibration
- Data Engineering: DuckDB, dbt, Parquet, Data Pipeline Architecture
- Full-Stack Development: Python, Ruby, HTML, CSS, JavaScript, SQL, Go
- API Engineering: REST, GraphQL, MCP
- Cloud & Infrastructure: AWS, Azure, Terraform, Distributed Systems
- Data Visualization: Analytics dashboards, Real-time monitoring
- Bachelor of Science, Computer Science - Trinity University
Live NFL game predictions using ELO ratings, DuckDB, and Monte Carlo simulations. Achieves 85% feature parity with FiveThirtyEight on a laptop in <10 seconds. View live predictions β
Data-powered, real-time compensation intelligence from the labor market. Job scraper for LinkedIn and Indeed with salary data extraction.
Chrome extension for breath-synchronized meditation. Real-time visual breathing guide for mindfulness and stress reduction.
Intelligent company name cleaning and normalization for Python. Entity resolution for messy data with fuzzy matching.
Extract price and currency information from unstructured text. Pure Python library for e-commerce data extraction.
I regularly write about data engineering, AI, sports analytics, and technology leadership on my blog:
- How to Build an NFL Prediction Model with ELO Ratings and DuckDB - November 2025
- Claude Skills in the Enterprise - October 2025
- AI-Facilitated Delusional Ideation: Rethinking "AI Psychosis" - August 2025
- A Case for Digital National Parks - August 2025
Feel free to reach out if you want to collaborate on a project, discuss technology, or just have a chat about AI's increasing impact on society.


