Software, data and consensus for research groups and companies.

Named projects from both practices, the geo-referenced analysis we run for market studies and impact assessments, and our publications and talks.

Projects

Named clients and partners, 2015–2025

Geo-referenced analysis

Travel-time and coverage maps

Publications and talks

Papers, a patent and an invited talk

Projects

Virtual Museum of Mathematics

C3 Idea · CCM-UNAM and Sociedad Matemática Mexicana · 2022–25

In collaboration with Dr. Nelly Selem of CCM-UNAM, C3 designed and developed applications and rooms for the Virtual Museum of Mathematics: research and content selection, user experience, implementation and support. The museum’s applications are distributed across five rooms, and it opened on 7 August 2024.

Visit the museum · See the museum’s credits

The C3 team with CCM-UNAM colleagues at the opening of the Virtual Museum of Mathematics, 2024

C3 with CCM-UNAM colleagues at the opening, 2024

The museum’s credits screen listing CCM-UNAM (Nelly Selem), the C3 Idea team (Carlos Angulo, Fernando Fontove, José Ibarra, Abraham Solís, Fernando Fimbres, Gonzalo Montalván) and Descartes (Joel Espinosa Longi)

The museum’s credits name the C3 team, 2024

Metagenomic co-occurrence networks

C3 Idea · CCM-UNAM, Morelia · 2022–25

Design and implementation of an algorithm for co-occurrence network analysis of metagenomic data.

SARS-CoV-2 variant surveillance

C3 Idea · Mexican genomic surveillance consortium, Cinvestav · 2020–23

In Dr. Alfredo Herrera’s bioinformatics team at Cinvestav, we configured the processing chain for SARS-CoV-2 samples, used to detect variants and follow the virus’s evolution in Mexico.

Bioinformatics research and development

C3 Idea · Cinvestav Irapuato · 2022–23

Research and development in bioinformatics, including specialised databases and artificial intelligence implementations.

GeneFinder

C3 Idea · Sinclair Lab, Harvard Medical School · 2015–18

A platform for discovering small peptides of medical interest in the human genome.

“They really helped bridge the gap from our lab needs to a software solution.”

David Sinclair, Department of Genetics, Harvard Medical School

Geo-referenced analysis

We map travel time and coverage for market studies and social and environmental impact assessments.

Both practices use it: C3 Idea to size study areas and compare locations, C3 Consensus to understand who a project affects. Client names are withheld.

Map of Mérida coloured by car travel time to a proposed site, from under 5 minutes near the site to about 18 minutes at the city’s north-west edge

Car travel time, in minutes, to a proposed site in Mérida, for a market study, 2024. Blue: under 5 minutes; red: about 18.

Map of San Pedro Garza García showing schools as blue-grey dots, existing air-quality sensors as green dots with coverage halos, and main roads in orange and red

Air-quality sensor coverage around schools in San Pedro Garza García, for an impact assessment, 2025. Blue-grey: schools. Green: existing sensors. Orange and red: main roads.

Publications and talks

2025

Topological data analysis captures horizontal gene transfer in antimicrobial resistance gene families among clinically relevant bacteria. Frontiers in Microbiology 16:1461293. With CCM-UNAM and Cinvestav.

2023

Carlos Angulo, invited talk on academia–industry collaboration at the 56th Congress of the Mexican Mathematical Society, San Luis Potosí.

2020

Residue Cluster Classes: a unified protein representation for efficient structural and functional classification. Entropy 22(4):472.

2020

Protein–protein interactions efficiently modelled by Residue Cluster Classes. IJMS 21(13):4787.

Patent

Co-authors of a patent on sequence alignment to graph references.

Have a project like these?

Tell us what your team is working on, and which practice it concerns.