Soltius ups predictive analytics offerings
Soltius ups predictive analytics offerings with Data Scientist appointment
Habib Baluwala to focus on providing customers with actionable insights through analytics, IoT, AI and machine learning
AUCKLAND, New Zealand – Wednesday 21 February, 2018 –Soltius, one of New Zealand’s largest teams of SAP consultants, has appointed Habib Baluwala as Data Scientist for its Analytics team as the company increases its push to help customers gain more value from their data.
Baluwala will be working with Soltius customers to help them convert data into actionable insights, to help solve business problems and grow their businesses.
Andrew Roberts, GM - Practice for Soltius New Zealand, says Baluwala is an exciting addition to the Soltius New Zealand team, as the technology consulting company evolves into predictive analytics after years of delivering analytics and reporting solutions.
“We’ve had a history of delivering analytics and historical reporting to customers. The idea of bringing in predictive analytics, Internet of Things, Artificial Intelligence and Machine Learning aspects to our customers, through Habib and the people we’ll bring in to follow Habib in the future is really exciting,” Roberts says.
Auckland-based Baluwala dubs his role a mix of data engineer, mathematician and story teller, using technology to gain the insights which can be communicated to executives to help improve business outcomes.
“For example, a customer service organisation might be getting thousands of calls a day, but most of the time the voice of the customer is lost. How do you convert that voice into text and then use the text to do analysis to see what the important topics are for customers?” Baluwala says.
“Similarly, within the predictive space you have customers who have years of sales data but want to know how sales are going to be in future. Whether a customer is going to stay with them and so on. In those cases, we can convert the data into insights and provide the customer with a guide to the path they should follow.”
Baluwala has previously worked for IRD New Zealand and the University of Auckland. He has also held roles in India and the UK, where his work included designing a solution for the early detection of lung cancer.
Baluwala’s appointment comes as demand for data scientists and the insights they offer grows - and the volume of data being collected by companies rises.
2018 insights/trends from Baluwala
usher a new paradigm in communications for an increasingly
demanding consumer base.
Baluwala says one of the dominant trends this year will be in the way companies communicate with customers, with chatbots gaining increasing dominance. Most companies have been using call centres and other mediums to interact with customers, but chatbots can execute the same tasks with greater efficiency, no waiting times, and significantly reduced overhead.
The role of
Explainable AI, or Explainable Data Science.
Baluwala says the recent passing of the General Data Protection Regulation (GDPR) in the European Union requires all organisations making decisions using AI or Data Science to explain their decisions - something Baluwala says will impact New Zealand companies too. Organisations dealing with international clients based in the EU will need to comply with GDPR regulations and provide transparency for algorithms used in making decisions.
Bias within AI is
becoming an increasingly hot topic globally, where AI is
used to predict everything from the credit card fraud to
preferred cancer treatment. But companies fail to realise
that AI is only as good as the data that is used to train
“Quality assessment and control of data used in AI systems should be a major focus for enterprises seeking neutrality in their AI systems,” Baluwala says. “Courts in America are currently using AI algorithms to make decisions on how long a criminal should be jailed for. Unfortunately, these algorithms trained on data from previous court decisions might include racial and ethnic biases which can lead to tainted decisions.”
Lastly, Baluwala notes, integrating information from
multiple sources onto a single platform will also be key in
This is something Soltius and vendor SAP are already proactively encouraging via SAP’s Leonardo digital innovation platform. This integrates new technologies on the SAP Cloud Platform enabling customers to rapidly adopt new business models and capabilities, as well as add new technologies as they emerge.