Data mining is the fundamental task for any data analytics project. That involves extracting data from unstructured data sources. These can include emails, product reviews, large complex databases, or raw sensor data. The key steps in this process are to load data, transform and extract as much information as possible.

Data mining is generally the most time-consuming step in the data analysis pipeline. The use of data analytics is beyond maximizing profits and ROI, however. Data analytics can provide crucial information for healthcare (health informatics), crime prevention, and environmental protection. The final step in most data analytics project is data presentation. This step helps to get insights to be shared with stakeholders. Data visualization is the most important tool in data presentation. Compelling visualizations can help tell the story inside data which may help managers and executives understand the importance of these insights.

We at Imaginorlabs have great expertise in data mining and extracting useful information from large database. We believe that visualization of data is crucial for taking complex business decisions, so we have developed applications with great visualizations so that even a non-technical person can take business decisions just by going through the graphs and plots. We have developed applications that can predict Customer Churn from historical data for one of our renowned clients. We have also developed applications that can predict the market sentiments of a product using product reviews and feedback.
Computer vision is that field in computer science that aims to replicate parts of complexity of human vision system and enables computer to identify and process objects in images and videos in the same way that humans do. Until recently, computer vision worked in limited capacity.

Thanks to advances in innovations and artificial intelligence in deep learning and neural networks, the field has been able to take great leaps in recent years and has been able to surpass humans in some tasks related to detecting and identifying objects. One of the leading factors behind the growth of computer vision is the amount of data we generate everyday that is then used to train and make computer vision better and efficient. Imaginorlabs has helped several clients in automating computer vision task such as number plate recognition, image background removal, face recognition, image search engine and image recommendation systems.
The most well known use case for OCR is conversion of printed paper documents into machine-readable text documents. Once a scanned document is passed through OCR, the text of the document can be edited with word processors like Microsoft Word or Google Docs. Before OCR technology was present, the only option to digitise printed paper documents was to manually re-typing the text. Not only was this time consuming but also came with inaccuracy and typing errors.

OCR is often used as a hidden technology, powering many known systems and services in our daily life. Less known, but as important, use case for OCR technology includes data entry automation, indexing documents for search engines, as well as assisting blind and visually impaired persons.OCR technology has proved to be immensely useful in digitising historic newspapers and texts that has now been converted to fully searchable formats and made accessing those earlier texts easier and faster. We at Imaginorlabs have developed Automated system that can extract text from ID Cards, Invoices, PDFs, etc and stored them in Databases and Excel sheets, saving a lot of time and effort for our clients.
Chatbots helps to increase operational efficiency and bring cost savings to businesses while offering added services and convenience to internal employees and external customers. They allow companies to solve different types of customer queries and issues while reducing the need for human interaction. With chatbots, a business can personalize, scale, and be proactive at the same time. For example, when relying only on human efforts, a business can serve a limited number of people at a time.

To be cost-effective, human-powered businesses are limited in their personalized and proactive outreach capabilities. On the other hand, chatbots allow businesses to engage with millions of customers in a personal way and can be scaled up or down according to business needs. By using chatbots, a business can provide personalized, human like, proactive service to millions of people at the same time. The main components of a Chatbot are natural language processing, text mining and artificial intelligence. Chatbots need to understand context and that is why Imaginorlabs stands out in the market.

We develop context aware bots that can provide human-like experience to customers. Our bots are intelligent but witty at the same time. We have developed e-commerce bots for one of our leading clients, as well as we have great experience in developing Google Assistant, Messenger and Telegram bots.
Whatsapp Automation
In a fast forward and a digital world where we exist, attracting and retaining a customer is one of the most important task. A late reply for a customer query can lead to loss of the customer. To solve this issue Whatsapp Automation is an important step forward. With Whatsapp, customers can do simply anything, that is possible while using an android or ios mobile apps. Whatsapp is an important platform with millions of users at a time.

Businesses such as Restaurant, Grocery shops, Medical shops can use Whatsapp for selling of products. Whatsapp provides business API, which along with artificial intelligence can do wonders and provide excellent customer experience in solving FAQs, Food ordering, doctor appointment and what not! Imaginorlabs has helped different clients in automating their Whatsapp business.
Custom App Development
Businesses around the world are under increasing pressure to grow their business faster with software innovation to grow and respond swiftly to the ever changing global markets. The demand for software applications is increasing daily but attempt to develop them quickly can have negative effect on their quality. The key is to develop quality app development right from the beginning. Application development has different steps such as requirement gathering, analysis, prototype designing, testing and implementation.

There are different types of Application such as Desktop Application, Web, Android and IOS. Imaginorlabs has vast experience in custom application development. The key to develop a quality product is Testing. We have a different testing team that follows different testing protocols. We follow different protocols such as Agile, Scrum and Waterfall while developing the custom products.