AI/ML Consulting
Helping Organisations Accelerate Their AI & Machine Learning Adoption
AI/ML Consulting offers consulting services and training to help organisations accelerate their adoption of AI & Machine Learning.
We know the challenges organisations face when implementing AI - be it training ML models, deploying the models into production, or monitoring them once they have been deployed. We also help organisations identify the business use cases that lend themselves to the the use of AI & ML in the first place.
Areas of Expertise
Natural Language Processing
AI/ML Consulting can help with all aspects and use cases of NLP, including automated text summarisation, content moderation, and legal contract review. We also help organisations get the most out of publicly available NLP models like GPT-3 by customising them to the needs of the organisation.
AI/ML for Leaders
AI/ML Consulting offers workshops for non-technical leadership. In these workshops we cover the foundations of AI & Machine Learning and take a look at which business use cases are well suited for AI/ML (and sometimes even more importantly, which are not). We also take a look at low code/no code tools that enable rapid prototyping of ML models without having to write a single line of code.
Model Explainability and AI Ethics
For many organisations it is not good enough to have accurate ML models in production, they also need to understand why a model makes certain predictions. Especially in Deep Learning (Machine Learning using Neural Networks) it can be hard to understand the rationale for a model prediction. AI/ML Consulting helps organisations implementing tools that can help with model explainability.
Amazon SageMaker
The ML lifecycle includes steps like data preparation, model preparation, and model deployment. Running all these different workloads in one single ML platform can help organisation accelerate their ML deployment cycle and save costs. AI/ML Consulting has extensive experience with AWS’ ML platform, Amazon SageMaker. We help organisation migrate get the most out of the platform.
MLOps
Whenever organisations need to develop and deploy AI and Machine Learning models they need an environment to do that. Amazon SageMaker offers a full range of services to do that
ML Demos
Sometimes the value of AI & ML becomes most apparent when people see it with their own eyes. AI/ML Consulting creates demos and UIs that quickly show off the capabilities of AI models. We focus on usability and user experience when creating these demos so that even non-technical audience can easily interact with the ML models.