Predictive Modelling
- Customer lifetime value prediction
- Churn prediction
- Anomaly / Fraud detection
- Dynamic pricing
- Predictive maintenance
- Demand forecasting
NLP / Text Processing
- Social media profiles analytics
- Intelligent chat bots
- Sentiment analysis
- Documents categorisation
- Neural Machine translation
Computer Vision
- Object detection
- Image and video processing
- Content indexing
- Scene segmentation
- Face recognition
- Visual search
Converting business problem into a "Machine Learning problem" with Data Science consulting
We can help you determine that specific approach, solution and technology which fits your organisation perfectly. At this stage, we prefer a mutual workshop that can help define the kind of business problem you face. We use the learnings from the workshop then to define the most ideal Data Science solution and AI algorithm that can improve your business performance while relieving you of the pain areas.
Collect and Integrate Data
If required, we can also help collect and integrate data from various sources like transactional databases, file systems, data from a cloud, flat files, etc. to build up your data warehouses or big data file systems. This one time exercise will help you to easily access and further manipulate different types of information to gain business acumen on your own or we can also assist you to define it further.
Transform and prepare data
We can help collect and integrate data that has been transformed during the loading process into a database system. This shall assist you to further prepare it for explorations to set up a proper Artificial Intelligence (AI) modelling environment.
Machine Learning Modelling
We help create and test algorithms that can be used to provide the final solution to developed AI algorithms. Such a system will organise and discover patterns in data and goes well beyond knowing what has happened to actually anticipate what is the most likely scenario to happen next for a system. We have experience of testing thousands of such models and can assist you to choose the best one for your particular business needs that provide the best accuracy and perfect results.
Visualisation
This step is optional but is a crucial one for many companies who need a way to display the insights from our AI models further to their other customers. We assist here by creating custom business intelligence dashboards that provide insights and historical data combined with perfect predictions at the click of a button. Such analytical dashboards can also be shared internally or externally.
Integration and Deployment
We integrate the saleable AI algorithms and dashboards with the back ends of your systems so that they are ready to be used on a large scale. We build the full application where you get the results in a user friendly manner with REST API backend integration.