Predictive analytics

Predictive analytics leverages statistical algorithms, machine learning, and historical data to forecast future events. This process helps businesses predict risks, consumer behavior, and trends, offering significant value across industries. At its core, predictive analytics involves gathering and preparing data, selecting models like neural networks or regression, training and validating these models, and deploying them to generate actionable insights. Common tools include IBM SPSS, Microsoft Azure, Google Cloud’s AI Platform, and programming languages such as Python with scikit-learn, R, and SAS.

Industries such as healthcare, finance, retail, manufacturing, and logistics benefit greatly. In healthcare, it optimizes treatment plans, predicts patient outcomes, and reduces readmissions. For finance, it aids in fraud detection and risk management, while retail gains from demand forecasting and personalized marketing. Predictive maintenance in manufacturing and supply chain optimization in logistics enhance operational efficiency and customer satisfaction.

At smartData, we apply predictive analytics across diverse sectors. Examples include heart disease prediction in healthcare, real estate price forecasting, churn prediction for telecom, and customer behavior analysis. Using open-source tools like Python and computer vision, we develop high-accuracy models to deliver actionable predictions and business impact.

Recent Portfolio Projects

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Street Control

Street Control

A platform where auto-repairs is a straight, stress-free and transparent process for both customers and service providers. A one-stop shop that works with a goal to make vehicle repair and maintenance a convenient, affordable, and transparent process. As a full-service auto repair platform, they offer clients with an easy and convenient process for vehicle owners to search, explore options, book and pay for their auto repairs or maintenance through our website.

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Dating Application

Dating Application

A dating application catered to matching people based on activities.

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MIPS Preaudit Measure Platform

MIPS Preaudit Measure Platform

The system has been developed for a registry clearinghouse to collect clinical data from MIPS eligible clinicians (both individuals and groups) and submits it to CMS on their behalf for purposes of MIPS. Then pre-audits submitted data during the performance year and provides reports and notifications pro-actively to improve the MIPS score community.

This application after collecting QRDA data (after parsing of QRDA files) provides accurate, timely, and actionable performance data to clinicians/groups and other stakeholders.

This application has the ability to submit data for "Quality", "Improvement Activities" and "Promoting Interchangeability" data to CMS using API.

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Behavioural Telehealth Platform

Behavioural Telehealth Platform

Our platform bridges the gap between international workers and students and mental health professionals in their home countries. It offers a culturally sensitive approach to behavioral health by connecting individuals with therapists who understand their unique cultural backgrounds, communication styles, and specific needs. By addressing the challenges that often arise when seeking care abroad, such as language barriers and cultural mismatches, the platform ensures that users receive personalised, empathetic care from professionals they can trust. With seamless virtual consultations, users can access support anytime, regardless of geographic location, creating a supportive and familiar therapeutic environment. This service fosters mental well-being and resilience, making it easier for international communities to maintain strong connections with their home countries while navigating life abroad. 

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Saas HR Application

Saas HR Application

A human resource management cloud-based (SaaS) application, to support small businesses (i.e. small coffee shops & local restaurateurs to manage their businesses easily. This is by helping owners and operators to save time and money by eliminating manual, time-consuming operational tasks. 

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Complete Rehabilitation Solution

Complete Rehabilitation Solution

Chiropractic medical records solution which is a multi-tenancy web-based solution that offers EHR, scheduling, paper billing, and documentation within one integrated system. The unique features are pre-set and customizable chiropractic templates and SOAP notes with visual body image which is ideal for health care professionals who also need to visually mark information about the body, such as masseuses or physical therapists. Exam features automatically link to compliant care plans generated for patients. Developed using Node.js as middleware and Angular at the front end with Postgress as back end solution is highly scalable.

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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
Dr.Nazeri

Dr.Nazeri

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.

Looking for best healthcare softwaredevelopment services

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