Predictive-analytics

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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Mental Therapy Services Management

Mental Therapy Services Management

The application makes it easier for mental health patients to search and match with licensed therapists for in-person or video-based consultations. The application also connects therapists to a network of new patients, helps with payor credentialing, manages billings and claims processes, manages dynamic assessments, and guarantees instant payment on claims.

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Predictive Technology Stocks

Predictive Technology Stocks

In this portal, we can constantly view the stocks going up and down. We can keep an eye if stocks last price, velocities, and triggers that are going up or down live using the Lex API.

 

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Fashion Platform

Fashion Platform

It is a contemporary fashion platform where you can shop through visual stories. Designers and their work are carefully curated for unique contemporaries. Using photography and art as visual language, they bring to light design inspirations and stories around us.

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Home Testing

Home Testing

A healthcare and diagnostics platform that enables women to access at-home diagnostic kits, lab processing, and teleconsultations with doctors. The platform provides a complete ecosystem covering kit distribution, lab workflows, doctor consultations, payments, and customer engagement 

The solution is designed with multi-country support, role-based dashboards (Admin, Doctor, Lab, Customer), referral/commission modules, and financial tracking. 

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Content Sharing Platform for Influencers

Content Sharing Platform for Influencers

This platform connects professional and new traders providing them content tools for growth in the platform and increase revenue. Content are restricted based on the subscription and users can have a preview of the content before subscribing to the professionals.

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Social Micromoments Application

Social Micromoments Application

The application is designed to help users explore, express, and share their "micro moments" brief emotional states or situational experiences. Core features include the Moments Dial for selecting emotions, a personal Moments Diary, and a Public White Board for anonymous or public sharing.
The app supports various expression types such as images, videos, GIFs, quotes, and poetry. It also includes an advertiser dashboard for targeted moment-based campaigns. Performance, clean UI/UX, offline usability, and a transition from AMP to PWA are key priorities for this platform.

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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.

CMMI/ISO certifications and accreditation

smartData’s CMMI Level 3 and ISO 9001:2015 certifications showcase our commitment to quality and consistency, with a focus on client success. As we aim for CMMI Level 4, we’re driving greater efficiency and innovation.