AI-hybrid K–12 learning platform with physical + digital content for Mexican schools
Luca builds a hybrid K–12 curriculum combining physical textbooks, interactive digital lessons, and AI tools for teachers and administrators. The tech stack—React + Node.js on GCP/AWS, with Snowflake and BigQuery for analytics—supports a data-intensive product; the company is now adopting security tooling (IAM, SAST, DAST, SIEM) while scaling backend infrastructure. Active projects around LLM recommendations, event-driven pipelines, and A/B testing signal a shift from content delivery toward personalized, AI-driven learning experiences.
Notable leadership hires: Learning Lead, Tech Lead
Luca is a hybrid education system for Mexican K–12 schools, launched in 2020 and based in Mexico City. The platform serves three user groups: students (via interactive lessons and 8,000+ game-based activities), teachers (with AI-assisted lesson planning, grading automation, and real-time diagnostics), and school administrators (with enrollment and resource-optimization dashboards). Content spans video lessons, games, assessments, and a digital library aligned with Mexico's SEP curriculum framework and Nueva Escuela Mexicana pedagogy. The company operates across 51–200 employees, with hiring concentrated in Mexico.
Frontend: React and React Native. Backend: Node.js with GraphQL, Prisma ORM, and PostgreSQL/Firestore databases. Infrastructure: GCP (Cloud Run, Functions, Pub/Sub) and AWS (with WAF, KMS, Secrets Manager). Analytics: Snowflake and BigQuery. Feature management: LaunchDarkly, Optimizely, VWO.
Current projects include LLM-based recommendation systems, AI agent integration, event-driven pipeline design, cloud-native backend scaling, curriculum localization, and CI/CD pipeline optimization. The company is also experimenting with A/B testing and transitioning from 0→1 product development to 1→n scaling.
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