Data Science & Analytics
AI & MACHINE LEARNING
Insights, automation, and recommendation solutions based on data and experience-driven algorithms, using Python, Django, and AWS
We make AI simple and accessible for all
We enable end-to-end automation for businesses through Intelligent Process Automation. IPA refers to the application of Artificial Intelligence in process automation which is text-based and involves Natural Language Processing (NLP). NLP helps computers read, understand, and interpret human communication. The combination of the two can understand and interpret structured as well as free text and carry out actions based on the interpretation. We offer customizable no code automation solutions through our three modules- Emailbot, Documentbot, and Chatbot which can be combined to form a Digital Employee suitable for your business case.
DATA VISUALIZATION
Data visualization is a critical step in the data science process, helping teams and individuals convey data more effectively to colleagues and decision makers. Teams that manage reporting systems typically leverage defined template views to monitor performance. However, data visualization isn’t limited to performance dashboards. For example, while text mining an analyst may use a word cloud to to capture key concepts, trends, and hidden relationships within this unstructured data. Alternatively, they may utilize a graph structure to illustrate relationships between entities in a knowledge graph. There are a number of ways to represent different types of data, and it’s important to remember that it is a skillset that should extend beyond your core analytics team.
Open source visualization tools
Access to data visualization tools has never been easier. Open source libraries, such as D3.js, provide a way for analysts to present data in an interactive way, allowing them to engage a broader audience with new data. Some of the most popular open source visualization libraries include:D3.js: It is a front-end JavaScript library for producing dynamic, interactive data visualizations in web browsers. D3.js uses HTML, CSS, and SVG to create visual representations of data that can be viewed on any browser. It also provides features for interactions and animations.ECharts: A powerful charting and visualization library that offers an easy way to add intuitive, interactive, and highly customizable charts to products, research papers, presentations, etc. Echarts (link resides outside IBM) is based in JavaScript and ZRender, a lightweight canvas library.Vega: Vega (link resides outside IBM) defines itself as “visualization grammar,” providing support to customize visualizations across large datasets which are accessible from the web.
deck.gl: It is part of Uber’s open source visualization framework suite. deck.g is a framework, which is used for exploratory data analysis on big data. It helps build high-performance GPU-powered visualization on the web.Data visualization and Paramount Infosoft While there are various data visualization tools on the market, Parainfo Analytics is Paramount Infosoft business intelligence and data visualization tool. Parainfo Analytics’s self-service platform integrates cognitive computing technology, including artificial intelligence and machine learning, to make it easy for organizations to visualize data, share new insights, and encourage data-driven decision-making. To learn how to visualize your data with Parainfo and other every day tools, like Excel.Parainfo Planning Analytics is Parainfo artificial intelligence-infused integrated planning solution that automates planning, forecasting, and budgeting. By accelerating processes and obtaining more reliable results, Planning Analytics powers more intelligent workflows that drive greater accuracy and efficiency. ParainfoPlanning Analytics is built on Paramount Infosoft powerful calculation engine , that allows businesses to harness data to inform the best possible business decisions.
NATURAL LANGUAGE PROCESSING
Paramount Infosoft is a pioneer in the use of embedded neural network-based speech recognition and has become the industry leader in optimizing and engineering speech recognition software with small footprints and minimal MIPS. This extensive experience and continuous innovation have led to the first embedded large vocabulary continuous-speech recognizer (LVCSR) with state of-the-art cloud performance. Unlike voice recognition software often used with smartphones and mobile devices, such as with a voice assistant mobile app, as well as with IoT (internet of things) enabled technologies (Alexa, Google Assistant, Siri, Cortana), Paramount Infosoft solution is embedded and doesn’t require a wifi connection.
PERFORMANCE
Embedded NLU and speech recognition algorithms are important for conversational AI devices to be able to understand, not only human vocabulary, but also context behind it for advanced functions. Paramount Infosoft on-device assistant is able to outperform the Amazon cloud assistant in a domain-specific environment, where it’s able to easily reject irrelevant sounds picked up by the microphone to reduce error rates. Results show that Sensory’s embedded LVCSR & NLU approaches the cloud-based Google Assistant’s 97% English word accuracy with an accuracy of rate of 96%. The ability of domain-specific speech recognition technology to parse accents, recognize mispronunciations, determine voice input from background noise, and perform rapid computational linguistics makes it an ideal solution for a variety of applications from food ordering to voice controlled home appliances.
ROBOTIC PROCESS AUTOMATION
Robotic Process Automation aka RPA is the disrupting technology that is now helping businesses digitally transform their operations and make the organization more profitable. RPA is the software technology that is behind the building, leveraging, and managing the software robots that emulate human actions.
Robotic Process Automation aka RPA is the disrupting technology that is now helping businesses digitally transform their operations and make the organization more profitable. RPA is the software technology that is behind the building, leveraging, and managing the software robots that emulate human actions.
ACCELERATED MOBILE PAGES (AMP)
Leverage Google AMP with stripped-down HTML, for lightweight and faster-to-load mobile pages – for user-centric websites, stories, and ads.
Reduce loading time and boost your revenues Content publishers worldwide find it tough to ensure visitors don’t drop off when their web page loads. Nearly 40% of mobile users don’t wait for the page to load and navigate away from the page. Paramount Infosoft can create highly optimized mobile pages to retain these users.AMP is an open-source initiative that makes the content accessible regardless of operating systems or form factors. Paramount Infosoft Digital creates accelerated mobile pages (AMP) that have helped companies curb their page load time instantly. We have some of the best AMP developers in the industry. Use AMP to improve the site visitors.Paramount Infosoft Digital uses the best practices of AMP to improve your viewership drastically. Paramount Infosoft know how vital it is to lower your website’s waiting time, and can help you reduce that without compromising the quality of the website. Paramount Infosoft develop customized solutions to attain this objective. Using AMP doesn’t require different build processes to be built over a usual HTML website, allowing AMP to be easily deployed. Since the pages load much faster than your original web pages, it is imperative to use AMP to boost the loading speed of your website.
BUSINESS INTELLIGENCE
Smart, quick, data-driven decisions leveraging data engineering solutions that retrieve, analyze, and transform data for holistic business insights.
Create a data-driven culture with business intelligence for allEnable everyone at every level of your organisation to make confident decisions using up-to-the-minute analytics.Get self-service analytics at enterprise scaleReduce the added cost, complexity, and security risks of multiple solutions with an analytics platform that scales from individuals to the organisation as a whole.Use smart tools for strong resultsFind and share meaningful insights with hundreds of data visualisations, built-in AI capabilities, tight Excel integration and pre-built and custom data connectors.Help protect your analytics dataKeep your data secure with industry-leading data security capabilities including sensitivity labeling, end-to-end encryption, and real-time access monitoring.