01
Compute at the source.
Intelligence on the device. Cloud only when it counts.
Independent applied AI studio · Berlin
Intelligence
at the Edge.
Neyume Labs engineers privacy-first, hybrid-edge AI systems. We turn the cost, latency, and compliance barriers of modern AI into viable products.
LOCAL INTELLIGENCE. CONNECTED BY DESIGN.
01 / Core capabilities
Deep technology.
Grounded in business reality.
We don’t build chatbots. We build secure, localized intelligence infrastructure.
02
Precision over parameters.
Smaller models. Deeper domain expertise.
03
Privacy, by architecture.
Sensitive data stays where it belongs.
02 / Selected work
Our thinking, put to work.
Internal products. Real engineering challenges.
A lab for what’s possible.
Clinical UX · Edge AI
Lonora
Human connection. Local intelligence.
On-device therapeutic relationship management. Exploring localized guardrails and human-in-the-loop experiences in high-stakes contexts.
Current R&D · Fine-tuning
EdTech SLM Initiative
Learning without the inference tax.
QLoRA fine-tuning for L2 language acquisition. An 8B-parameter model optimized for local deployment and sustainable product economics.
Applied UX · Audio
SideBeat
Less friction. More focus.
Cognitive focus through bilateral stimulation. Bringing background audio processing and cognitive behavioral techniques into low-friction consumer UX.
03 / The people behind the systems
Different disciplines.
One considered approach.
Enterprise experience meets clinical understanding and advanced machine learning. We connect technical depth with the realities of people, products, and business.
Work with usClinical UX & product architecture
Clinical therapeutic training and enterprise software experience. Designing empathetic, safety-conscious systems with people in the loop.
Edge ML & data infrastructure
MSc Information Retrieval Engineering. MLOps, model quantization, and neural architectures built for resource-constrained environments.
Good problems deserve good partners.
Let’s build what comes next.
Projects. Fractional leadership. New possibilities.