Machine learning

Harness the power of algorithms to efficiently scale the manual management of business processes.

Our Offerings

With hosted machine learning models, companies can now quickly analyze large, complex data, and deliver faster, more accurate insights without the high cost of deploying and maintaining machine learning systems. Our software consulting and engineering teams are experts in the latest machine learning best practices, data science modeling, deep learning, computer vision, natural language processing, and more. We use these skills to help your company leverage all of the potential  AI technology has to offer. Our company helps you transfer your ideas into tangible solutions through technical implementation.

Predictive Analytics

Churn Prediction

Customer Analytics

Text Analytics

Recommendation Systems

Neural Networks & Deep Learning (DL)

Our Services

As a Machine Learning development company, we combine our expertise with software development, data analytics, visualisation and consulting support to ensure efficiency, safety and assistance to deliver end-to-end solutions. We create Machine Learning solutions using supervised, unsupervised and reinforcement learning to help you optimise your processes and enhance your products.

Predictive Analytics

Predictive Analytics allows you to anticipate the future and make business decisions based on your current or historical data. It offers a variety of applications specific to a wide range of business sectors. Credit scoring can be applied to assess the likelihood of clients repaying loans. Sales forecasting is used to assess the demand for a product, while anomaly detection helps to identify risks and unexpected events with the use of data mining techniques. With the aid of predictive analytics, you can reduce risks while simultaneously improving business operations.

Churn Prediction

This is a part of predictive analytics that helps to answer a specific question: which customers end their relationship with a company (or stop using the product) and why? In other words, churn prediction lets you pinpoint when users are about to stop using your services before they do so. It becomes a massive asset when it comes to increasing customer retention. Thanks to churn prediction, you can learn what are the pain points related to your product or services, and find the right way to improve them.

Customer Analytics

Learning user behaviour and needs is crucial when it comes to digital businesses. Customer Analytics combines predictive analytics and customer segmentation to improve communication with customers and increase profitability as a result. We make it possible for companies to gain insights about the needs of a specific client segment and target tailored, direct marketing to their customers. When your selected user base is given the right message at the right time, you’ll see your conversion rates grow steadily.

Text Analytics

Text Analytics is used to translate large amounts of unstructured text into machine interpretable, quantitative data to speed up and automate all text-based processes. We can apply natural language processing methods to help you with all kinds of text, including documents, social media posts, surveys and chatbot conversations. One of the most popular applications of Text Analytics is automatic topic detection and sentiment analysis, which is particularly helpful when it comes to understanding your userbase’s needs.

Recommendation Systems

Personalisation is the key to success in the digital landscape, no matter which industry you operate in. Recommendation Systems powered by machine learning are used to predict user preferences based on their behaviour and experience. We apply recommendation engines to provide your customers or users with personalised content by suggesting the products and services they’re most interested in. By giving your users recommendations that are tailored to them, you can make sure to improve their satisfaction with the service, and increase overall sales.

Neural Networks & Deep Learning (DL)

We harness most of the available Artificial Intelligence options to give you a solution you can be truly satisfied with. Neural Network-based solutions can find complex patterns in data that would otherwise remain hidden. We apply Artificial Neural Networks and Deep Learning solutions for image, character and speech recognition, where other Machine Learning methods are not applicable or efficient enough, in order to provide you with a seamless digital product that will leave your competitors far behind.

Benefits of Our Data Science services

Boosted sales revenue

The use of Machine Learning solutions can keep your conversion rates and sales growing while also reducing costs at the same time. Increase revenue results thanks to a better understanding of shopper needs, a more personalised user experience and effective marketing campaigns that make for satisfied customers.

Reduced operating costs

By limiting time-consuming human involvement with tasks that can be automated, operating expenses can be significantly reduced. Additionally, machine learning solutions help to detect unusual or unauthorised bank transactions, as well as identify and limit fraudulent insurance claims and loan applications that can put company finances at risk.

Increased operations speed

Automation of administrative tasks and client management systems reduce staff involvement. More effective customer service, detection of fake news, preventing cyberbullying and removing offensive comments in social media can be done using text analytics for instant and deepened interactions with customers and users.

Exploring unexploited areas

Harness the power of Machine Learning in a way that will benefit your business the most. Face detection and recognition, as well as attracting video-on-demand viewers based on their personalised interests are some examples of possibilities that can be brought to your company with the implementation of Machine Learning solutions.

Our Technology Stack

Datasets have become so huge, complex, and fast-moving. Your business needs the insights hiding in your data if it’s going to grow and sustain. We make mining through your business data is easy, with the right tools, identify the solution to your insight needs.

  • Python
  • Apache Spark
  • AWS Glue
  • Amazon EMR
  • Amazon Kinesis
  • BigQuery
  • Delta Lake
  • PostgreSQL
  • Amazon SageMaker
  • TensorFlow
  • Keras
  • Pandas
  • Tesseract
  • Google Data Studio
  • Tableau
  • Power BI

 

Our Approach

1. Scoping and Estimation

Understanding nature of your project

2. Conceptualization & Model Development

Shaping vision & discussing KPIs/KRAs

3. Product Architecture & Design

Bringing Idea into concept

4. Product Development

Building Idea into reality

5. Product Release

Introduce Product to market

6. Product growth & maintenance

Caring your product into growth

Why Clients love to come back to Aaruni?

Team with experience in latest technologies offered on major platforms

We have fondness for platform development with passionate attention on challenging integrations.

Mobile ready solutions that are extensively tested on wide range of mobile devices

We deliver solutions powered by micro-services for extensibility and scalability.

Client Photo
TechZion IT Solutions Inc. USA

Your support helped acquire new clients leading to jump in revenue from US market. Thank you!

Client Photo
DISH Network India

Thank you so much for supporting us in our critical milestones.

Looking for a team to build an outstanding enterprise solution?