Problem definition & data readiness
Define the prediction task, review available data and agree how model performance should be measured.
ZYMBER / SERVICES
AI & Model Development
Put your data to work with purpose-built AI.
When existing models do not fit your research question, data or operating constraints, a tailored approach can help you assess what is feasible and build toward a useful application.
Discuss your projectWHAT WE CAN DO
Support where you need it.
Model development & training
Develop machine learning or deep learning models, or adapt pretrained models through fine-tuning.
Evaluation & integration
Assess performance on appropriate evaluation data and connect model outputs to your application or workflow.
DELIVERABLES
What an engagement can include.
Deliverables are agreed around your goals, data and technical requirements.
- A defined modeling task and evaluation criteria
- Training and inference workflows tailored to the agreed scope
- Model evaluation findings and integration components
START A CONVERSATION
Tell us about your project.
Share your intended use, a description of your dataset and any deployment constraints.