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Financial institutions provide services such as loans and lease. If a consumer defaults on a loan and fails to pay back the loan amount, financial institution suffers a loss. Hence, it is pivotal for financial institutions to assess the risk of non-payment at the time of application. Utilizing state of the art techniques, like wide […]

At the time of purchase of a financial product, there are often a large number of financial products to choose from with subtle differences. Customers often have insufficient knowledge and often end up making a sub-optimal purchase. A model developed by CACTuS ingests initial choice of financial product by the customer and lists closely related […]

Reselling focuses on identifying customers from the current pool of customers who may return again. For example, in car leasing customers often return for a new lease once and when the current lease expires. As it is generally easier to retain your current customers rather than attracting new customers, companies often want to target their […]

During the length of a financial contract such as a loan or a lease, a customer is expected to make per-decided frequent payments to the finance company. Late payments or no payments count as losses towards the finance company. A machine learning based solution developed by CACTuS forecasts customer payment behaviour, helping the finance company […]

This project seeks to automate tasks that the human visual system can do such as acquiring, processing, analysing and understanding digital images. Given one or typically more images of a scene, or a video, scene reconstruction aims at computing a 3D model of the scene. In the simplest case the model can be a set […]

Root cause analysis (RCA) is a method of problem solving used for identifying the root causes of faults or problems. RCA is widely used in industrial process control, IT operations, health industry and accident analysis in aviation, nuclear plants and rail transport. Without delving in the intricate details of specific problems, several general conditions can […]

Why Predictive Maintenance is needed? Maintenance and reliability professionals in the manufacturing industry face a number of challenges, but the goal of any maintenance organization is always the same i.e. to maximize equipment availability. In order to achieve maximum availability, run-to-failure maintenance suggests that the equipment must be kept running until it fails. However, this […]

Semiconductor manufacturing is a complex process with hundred of subprocesses. Different sensors record?diverse information including the profiles of tools used in each fabrication subprocess, temperatures, pressures, etc. The output of this process is a semiconductor wafer. Any malfunctioning subprocess can introduce a yield loss in the output wafer and hence render the entire batch useless […]