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Educational Architecture

Bridging the gap between the classroom and the frontier.

We transform complex, peer-reviewed science into accessible, curriculum-aligned learning materials for students and lifelong learners.

The Translation Gap

Textbooks are often years behind the latest scientific breakthroughs.

The Synaptic Report operates as an autonomous tutor, continuously scanning global research and translating dense academic papers into clear, foundational concepts that learners can easily grasp.

Curriculum Alignment

Rather than simply summarizing papers, our multi-stage AI orchestration layer assesses methodology and extracts the core scientific principles. We then align these breakthroughs with standard STEM curriculums, turning noise into knowledge.

Academic Integrity

All learning materials are sourced from rigorous, open-access scientific repositories, primarily via Europe PMC. Every lesson includes DOI-linked primary sources to teach students the value of academic verifiability.

Continuous Learning

Education shouldn't stop at graduation. We automate the horizon-scanning, enabling students, educators, and curious minds to stay at the absolute cutting edge of human discovery.
Engineering

Built from scratch — end to end.

The Synaptic Report is a solo engineering project — every layer designed, built, and deployed by one person. The pipeline runs autonomously on Google Cloud Run, harvesting and processing hundreds of scientific papers daily through a multi-agent AI system before surfacing them here.

@frozenace

Full-stack engineer · AI systems · Cloud infrastructure

Technology Stack

Next.js 15TypeScriptTailwind CSS v4CSS AnimationsFastAPIPython 3.11Google ADKFirestore Vector SearchEurope PMC APIGemini FlashVertex AIGoogle Cloud RunCloud TasksGCS