Development of algorithms and machine learning based system is natural extension of our DNA of solving complex problems. We design customized machine learning algorithms and deploy standard machine learning algorithms to solve business problems. We have experience in implementing algorithms like SVD+, K-Means, Naive Bayes, etc.
What we do...
We provide services around the following areas of algorithms & machine learning development:
How do we do it?
We take a research based approach to developing new algorithms. We start by understanding the context around the problem that needs to be solved and develop algorithms that can meet business objectives. These algorithms are then iteratively implemented and their outcome is measured and validated. Based on the outcomes, we refine the algorithm until it starts delivering acceptable levels of returns.
Besides implementing standard Mahout algorithms, we also develop customized machine learning capabilities to deliver a tailored machine learning experience. In our experience, unless you have a standard, statistical problem to solve, a customized machine learning algorithm can deliver a lot more relevant value than canned algorithms. We recommend the right choice of algorithms to our clients after an initial consultation.
Our algorithms and machine learning capabilities development team has best in class data scientists, architects, engineers all of whom love taming problems that do not want to be tamed easily.