Indium Software offers a range of machine learning solutions, leveraging machine intelligence to capture the unexploited areas of business models and using it for problem solving to provide businesses with solutions that can keep them ahead of competition.
Indium Software’s data scientists explore and prepare data using interactive data analysis and visualization techniques for creating machine learning models. Our proficiency in Python and R interactive tools and environments specifically designed for this task makes us a preferred partner for businesses across verticals, across globe.
Indium Software also works with pretrained models if required.
Indium Software’s capabilities enable it to leverage ML and Deep Learning for a variety of operations and its solution offerings include:
To derive the greatest benefit from sales and promotional endeavours, Indium Software helps the sales and marketing team to gain insights that can help them in many ways, including:
- Get alerts about customers who may turn away to address their needs and win their loyalty back
- Improve sales forecasting by generating new leads by understanding what customers are seeking, identifying the best fit and forecasting the time needed to close the deal. This in turn will help you allocate resources and predict sales projections
- Understand customers and their needs better
- Predict future needs and provide solutions
- Quick and efficient handling of transactional tasks
- Improved sales communication, be it answering queries, or developing new product features, or even deciding on the contract terms
- Personalize mail campaigns to meet the requirements of the prospective customer. Make customized offers based on previous buying patterns.
Our solutions can help HR teams manage their people practice better by being able to:
Track and assess applicants
Attract relevant talent
Manage individual skills
Indium Software can help the finance use ML and deep learning in multiple ways, including:
- Detecting fraud
- Underwriting loan/insurance
- Algorithmic trading
- Portfolio management
- Sentiment/new analysis
- Customer service
Images also are data and carry vital information that cannot be easily accessed by traditional methods of data analysis. Using ML and Deep Learning, Indium Software helps in:
Image tagging: We develop algorithms that can tag and match faces and objects in photos, reducing the need for manual data operators.
Optical Character Recognition: We develop algorithms to recognize a particular image as a written character and translate a scanned text document into a digital file catering to various uses like data grouping and image processing.
Text can be used to for data gathering as well as for assessing the mood. Indium Software uses ML & Deep Learning for:
We classify the opinion intended by the writer as positive, negative or neutral to aid in future marketing strategies and product development.
The algorithms which we develop can dig up exact pieces of information like names, keywords, web links etc.
Our machine learning approach helps in classifying data as a tweet, post, blog and more for organizations that have massive inflow of social content every day.
Our approach helps obtain intelligence about what content users are likely to follow and read based on their interests. Pushing articles on topics of their interest can help create a personalized experience for the users.
Once data has been gleaned and cleaned, Indium Software runs analytics on them for gaining insights. Some of the purposes the data analytics help in include:
Predictions: We can be of help in the banking sector by analyzing credit worthiness and the probability of loan defaulters. Certain other applications which we can help you with include building predictive models of prices in the market and market volatility, risk management and trading.
Anomaly detection: We can help detect fraud by identifying transactions that are outside the general/usual purchase patterns of the user and warn them. Fake accounts can also be blocked by e-commerce websites.
Data visualization is an extremely important aspect of Machine learning and we at Indium Software generate models that help extrapolate this important data in an easy and readable format.
Platforms we work on include:
If you are already hosting your data on AWS, you are reaping the best benefits of Amazon machine learning. We at Indium can help you harness the power of its wizards, data visualization tools and manage your Amazon infrastructure.
We can help you setup your system to extract the entire potential of Google’s ML services that analyze data and predict results. We can also obtain datasets from Google cloud storage or work with Google BigQuery.
Azure machine learning helps build data-driven applications to predict, forecast and change future outcomes. We can help you leverage the full potential of Azure ML.
The most important benefit of machine learning is that it gives you access to understanding heaps of data easily and the best part is you have it at your fingertips.
Our expertise in Machine Learning helps businesses explore the hidden reserves of data and make informed decisions from them.