Research-trained, production-ready
Institutional AI & data programmes
Capability
from research
to production.
Active Neuron Academy designs workshops and programmes in LLMs, RAG, graph ML, and production systems for organisations and universities that need depth, not deck-only literacy.
Programme focus
Curriculum is built around what we research and ship, not generic slide decks. View all programmes.
LLM & RAG
literacy
Limits, evaluation, retrieval patterns, and safe use in regulated environments, grounded in industry deployment experience.
Hands-on ML & graphs
Python-first ML, NLP, and GNN exercises toward models you can deploy.
Strategy & curriculum
Roadmaps for leadership and L&D: sequencing, measurement, and compliance alignment.
Teaching portfolio
Higher education and professional training: university modules, PRR qualifications, and team-led delivery.
Open portfolioPractitioners who teach what they ship.
The academy’s faculty bridges regulated-industry ML, graph and AML research, and accredited university teaching, so programmes stay aligned with production constraints and sound pedagogy.
Industry
Fintech ML, AML, patents, and production gen-AI patterns.
Academia
University-level teaching, graduate collaboration, and PRR professional training.
Insights & research
Programme content is tied to peer-reviewed work in dynamic graphs, AML, and representation learning. Publication index (Scholar).
Research-trained, production-ready
Train your organisation with confidence.
Share goals, audience, and timeline. We’ll scope a programme that fits your stack and governance.