Predictive analytics

Utilizing statistical algorithms, machine learning methods, and historical data, predictive analytics determines the probability of future events. It is a valuable tool in machine learning that aids in predicting risks, consumer behavior, and business trends. The process usually involves gathering data, preparing it, selecting a model (such as a neural network, regression, or decision tree), training the model, validating it, and deploying it. Predictive analytics commonly uses systems like IBM SPSS, Microsoft Azure, Google Cloud's AI Platform, and programming languages like Python with libraries such as scikit-learn, R, and SAS. These techniques enable predictive modeling and effective data processing.

A wide range of industries, especially the healthcare sector, benefit from predictive analytics as it enhances decision-making and outcomes. It helps optimize treatment plans, predict patient outcomes, and reduce hospital readmissions. Predictive models enable early interventions for individuals at risk of chronic diseases. The financial sector benefits from fraud detection and risk management; the retail sector gains from demand forecasting and personalized marketing; the manufacturing sector benefits from predictive maintenance; and the logistics sector optimizes supply chains. By forecasting demands and trends, predictive analytics improves customer satisfaction, reduces costs, and increases efficiency in all these industries.

At smartData, we have developed machine learning models in healthcare (predicting the probability of a person having heart disease), the real estate industry (predicting house prices in Boston based on provided specifications), churn prediction in the telecom industry, and customer buying behavior.

Our expertise in machine learning spans predictive analysis using text, images, and computer vision. We use open-source tools like Python and its libraries to generate high-accuracy models for prediction.

Recent Portfolio Projects

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OWD Certification Management System

OWD Certification Management System

It is a mobile app developed to automate the Training certificates for the students with the purpose of ‘go green’ by providing all the training material and guidance online, which saves millions of papers. The different interfaces in the platform are admin, trainers, or Institutes, and Students. The admin, trainers, or Institutes will add the courses and the session, whereas students have to apply for the courses and complete the course. There will be an exam after course completion to get the certificates.

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Chronic Disease Management Platform

Chronic Disease Management Platform

The application identifies and provides individualized care coaching to problems/risks through HRA of patients. It is designed to improve the health of employee population and reduce health care costs. Care managers are responsible for risk identification through assignments and advice solutions to overcome health issues by medicines and exercises. Daily tracking to let users keep on track. Booking appointments, scheduling in order to council users. It has interfaces for care manager, patient and super admin.

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Glowing Health

Glowing Health

We crafted a brand that exudes beauty. From gorgeous photography that elevates each special health ingredient to custom product labels that celebrate. Glowing Health is a company that strives to provide the most effective natural ingredients to lighten, brighten, remove acne, stretchmark’s, wrinkles and even out the skin. Santeva products contain no hydroquinone, steroids, mercury, or parables. 

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Travel Luggage Management Solution

Travel Luggage Management Solution

It is a PWA-based QR web application for vacation logistics management, to streamline and automate the tedious, redundant processes associated with parcel/luggage deliveries for customers and hotel admins.

The business objective is to provide an efficient and easy-to-use mechanism for hotel guests/travelers to overcome the burden of managing luggage during their journey. Also, empowering the hotels to improve their customer experience through this system.

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Business Intelligence and Audience Engagement Software

Business Intelligence and Audience Engagement Software

This application provide statistical analysis services to art marketers (venues). It provides customer information in the form of reports to make intelligent decisions that will save money and time. It helps the arts and entertainment industry understand, develop and engage their audiences in a more sustainable and powerful way. A campaigning tool is also provided for marketing purpose.

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Cloud based Project Management and BackOffice Automation

Cloud based Project Management and BackOffice Automation

A cloud based back office management system to manage the operations of a construction service providing company. It is being used to generate estimates and proposals for customers, convert opportunities to service orders, generate purchase orders, track projects/ tasks and maintain work logs.

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What our clients says about smartData

Aime

Aime

CEO and Founder
Dr.Salman

Dr.Salman

CEO and Founder
Sitora

Sitora

CEO and Founder
Endre

Endre

CEO and Founder
Carlos

Carlos

CEO and Founder

smartData Benefits

Global Talent Pool

We boast nearly 1,000 highly skilled developers strategically positioned across three offshore locations, enabling us to deliver world-class software solutions. 

Proven Track Record

With a proven track record of delivering over 10,000 diverse software applications worldwide, we have honed our expertise to perfection.

Worldwide Presence

smartData Enterprises boasts a robust global footprint, with a strong foothold in key regions such as the US, Australia, Europe, and Japan.

Healthcare Specialist

We offer extensive experience and expertise in healthcare technology solutions, making us the ideal partner for organizations seeking innovation.

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