Charles Bell AI, LLC

Making AI & weather forecasting understandable.

GFS 10-day maximum wind speed over the Atlantic

Projects & Forecast Tools

Live examples of AI-driven weather projects

These projects combine global weather models, AI-assisted workflows, and clean visual design to give communities and decision-makers a clearer view of what might happen next.

GraphCast & Global Models Forecast Visualization Python · PHP · JavaScript
Forecasts
Multi-model temperature forecast dashboard with chart comparison Forecast Dashboard

Interactive Local Forecast Dashboard

Compare NWS, Open-Meteo, and discussion-driven forecasts.
Multi-model comparison Area Forecast Discussion (AFD) Chart.js visualizations

A live, browser-based dashboard that blends official NWS forecasts, model data, and automated summaries into a single view. Includes 24-hour charts, AFD parsing, and alert integration to help users interpret both the numbers and the “why” behind the forecast.

Stack: PHP, JS, Open-Meteo & NWS APIs ↗ Open Forecast Dashboard
Winter
16-day snowfall outlook with storm confidence and snow totals Snowfall Outlook

16-Day Snowfall Outlook

Probability-focused snow forecasts for key East Coast cities.
GFS · GraphCast · ECMWF Ensemble thinking Risk & worst-case framing

A specialized snowfall page designed to show more than a single “number.” Users see modeled ranges, ensemble-informed risk, and potential worst-case outcomes for cities like DC, NYC, and Philadelphia—emphasizing how uncertain winter storms can be.

Stack: PHP, Python-generated data, JS UI ↗ View Snowfall Project
Winter
I-95 16-Day Snowfall Outlook matrix I-95 Snow Outlook

I-95 16-Day Snowfall Outlook

A 16-day look at snowfall risk along the I-95 corridor.
Corridor risk matrix Best travel day Leaflet map visualization

This tool provides a 16-day look at snowfall risk for over 20 stops along the I-95 corridor from Richmond, VA to Portland, ME. It aggregates multiple models (GFS, GEFS, etc.) to show daily probabilities and expected amounts in an interactive matrix and map.

Stack: JavaScript, Leaflet.js, Open-Meteo APIs ↗ View I-95 Outlook
Satellite
GOES-East satellite situational awareness dashboard for the Northeast US Satellite Situational Awareness

Northeast Satellite Situational Awareness

Real-time GOES-East satellite interpretation with AI discussion.
GOES-East GeoColor Clean IR · Water Vapor · GLM AI-generated discussion

An operational-style situational awareness dashboard for the Northeast U.S. combining multiple GOES-East satellite products with an automatically generated meteorological discussion. Designed to give forecasters and weather enthusiasts a quick, high-level interpretation of evolving cloud patterns, storms, and synoptic features.

Stack: PHP, Python, GOES imagery, Gemini AI ↗ Open Satellite Dashboard
Tropical
Tropical wind and wave field visualization over the Atlantic Tropical Tools

Tropical Weather Watch

10-day wind and track visuals for Atlantic & Caribbean systems.
GraphCast-GFS GFS · ECMWF · AIFS Ensemble winds & tracks

A set of dynamically generated maps and graphics highlighting 10-day tropical wind fields and storm evolution over the western Atlantic and Caribbean. Built around automated Python pipelines that pull, process, and render model output into clean, shareable images.

Stack: Python, Herbie, xarray, Matplotlib ↗ Open Tropical Tools