Fragua Regia
Co-founder and organizer
Mathematics, but with magic.
Elaia, La Matemaga.
I make complex systems legible.
Mathematician · Data Visualization Engineer · Educator
Lorenz system / trajectory → regimesB regimet 0.00
9,600 statesx 0 / y 0 / z 027 transitionsλ₁ ≈ 0.91Δt 0.005
selected work
Research, visualization, and systems.
Selected projects across published research, visualization engineering, teaching, and generative practice.
Research article
S-SPAM: Search for Spatio-Temporal Patterns of Mutations
Search method for spatio-temporal patterns of mutations applied to variability analysis in the SARS-CoV-2 Spike protein. Published in the Journal of Computational and Applied Mathematics.
R · Bioinformatics · Topological Data Analysis · Spatio-temporal analysis
Data visualization
BI Visualizations with D3.js
Exploring new ways to visualize Business Intelligence with D3.js, presented at JSConf Mexico 2025.
D3.js · JavaScript · Business Intelligence · Interaction design
Generative art
Generative constellations
The generative art system that draws this site's constellations: deterministic seeded graphs rendered to canvas and SVG.
TypeScript · Canvas · SVG · Deterministic systems · Graph theory
capabilities
Research, systems, and visual communication.
My work connects analysis, data infrastructure, visualization, and AI-assisted delivery.
Explore experience01
Analytical programming
SQL · R · Python
02
Data platforms
Databricks · Snowflake · dbt
03
Visualization systems
Tableau · Power BI · Looker Studio
04
AI-assisted delivery
Claude · Codex · D3.js
about me
Hi, I'm Elaia
Online I go by "Elaia, la Matemaga" — the math sorceress. I'm a mathematician by training, passionate about data science, visualization, and complex systems — especially where disciplines intersect.
I'm currently a Data Visualization Engineer at Zillow. Previously I worked in data science in digital banking and did bioinformatics research at the UANL Complex Systems Lab. I'm an AWS Community Builder, GDG Monterrey organizer, and TechFem mentor.
On YouTube I share mathematics outreach and every Friday I go live with #ViernesDeVisualizaciones, my weekly data-visualization series. This site is my public notebook: projects, talks, notes and everything in between.
Live every Friday
#ViernesDeVisualizaciones
A live series exploring data visualization, tools, and design decisions through real examples.
communities
Where I participate
Databricks User Group Monterrey
Organizer
Google Developer Group Monterrey
Organizer