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Big Data & Analytics

Embrace Big Data Analytics for More Informed Decision-Making

Big data is a set of approaches, tools and methods for processing huge volumes of structured and unstructured data to obtain human-readable results.

Big data is a set of approaches, tools and methods for processing structured and unstructured data of huge volumes and significant diversity to obtain human-perceived results that are effective in conditions of continuous growth, distribution over numerous nodes of a computer network. Big data solutions are a smarter alternative to traditional database management systems and Business Intelligence solutions.

Softarex engineers have extensive experience in designing and developing big data systems for various industries such as Healthcare, Manufacturing and Energy, Banking and Finances. Read more>>

Stages of big data solutions development:

Requirements collection and analysis, data analysis and research
Crowdsourcing (data collection and preparation)
Converting data into a single standard form
Machine learning and neural networks
Predictive analytics
Imitational modeling
Statistical analysis
Data mining
Data visualization (including design of visual data representation)

Agile & SCRUM

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Main principles of working with Big Data

Horizontal scalability

Any system processing big data must be scalable

Fault tolerance

If any of the machines in the cluster fails, the whole system will continue to work.

Locality of data

Since in large distributed systems, data are spread across multiple compute nodes and data storage, data should be processed on the machine where they are stored.

Technologies

Languages

Hadoop, Python, Scala, Spark

Technologies

Platforms

AWS, Google Cloud, Microsoft Azure, Heroku, Kafka

Technologies

Databases

MongoDB, Cassandra, Redis

Meet our
experts

Meet our experts 1/1

Yauheni

Lead Data Science and Computer Vision Engineer

With MA and PhD degrees coupled by multi-year scientific research experience, I am responsible for the development of knowledge-intensive solutions based on Computer vision, Predictive modeling, Deep learning and Machine learning technologies. My responsibilities include planning and managing research, designing software architecture, developing project technical documentation and integrating research results into final products. My team and I always strive to apply the best practices of Computer vision and Machine learning to projects.

Our Expertise in Technology Domains

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Low Level & Embedded

Low Level & Embedded

Technology Knowledge

Cloud & SaaS

Technology Knowledge

Mobile technology

Mobile technology

Technology Knowledge

IoT

Technology Knowledge

Quality Assurance

Quality Assurance

Technology Knowledge

UI / UX Design

Technology Knowledge

DevOps

Technology Knowledge

Security Compliance

Security Compliance

Technology Knowledge

Agile & SCRUM

Technology Knowledge

Architecture

Technology Knowledge

Case Study

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BPM+ Health COVID-19 Navigator

With thousands of COVID-19-related articles and studies being published every day, it's difficult for healthcare providers and individuals to keep up to date with the latest news, diagnosis, and treatment trends. Therefore, there's a strong need for a comprehensive database that would provide accurate and reliable information on coronavirus...

Value-Based Care Platform

Management of chronic diseases is a challenging process for both patients and healthcare providers that requires ongoing monitoring, supervision, and creating personalized care plans. To achieve greater outcomes, enhance the patient experience, and reduce operational costs, medical professionals seek to adopt new approaches and technology solutions...

Care Management Platform

Healthcare providers daily struggle with paper-based workflows, extensive administrative workload, and disjointed communication. It results in medical errors, unhappy patients, physician burnout, and considerable costs.This underscores the need for an all-in-one digital solution that would automate all routine processes and free up medical staff so that they can perform their primary task — deliver care to patients...

FINMATEX: AI-Powered Fintech Platform

In the age of digital technology, face-to-face customer service is losing its importance. And the banking industry is no exception. Today's customers prefer to manage their finances on the go rather than waste time in long lines in bank branches. They value their time and need easy-to-use banking solutions that would match their lifestyle. To meet the needs of tech-savvy customers, financial institutions are going digital, making customer service available 24/7 from the comfort of one's personal device.

Equipment Maintenance Management System

Large facilities such as shipyards, automotive manufacturing plants, and aircraft maintenance hangars, have a significant amount of various equipment and machinery: forklifts, production machines, critical support equipment, and IoT devices. And all tasks related to their maintenance and monitoring are usually done manually, which is extremely time-consuming and labor-intensive.

GreenVaro: Complex Environmental Monitoring System

The rapid growth of manufacturing and increasing resource consumption are inevitably affecting the environment. Today, the world around us is polluted with noise, light, carbon dioxide, ammonia, hydrogen sulfide, and many other hazardous chemicals. Their impact on human health can lead to respiratory infections, hearing loss, and in the long term cause heart disease, lung cancer, and other critical health conditions.

Restaurant Inventory Management System

On average, restaurants spend around 30% of the monthly budget on food and beverage purchasing. Due to lack of visibility into restaurant stock shelves, around 10% of the purchased food ends up in the trash, which results in huge money loss.Therefore, an effectively functioning restaurant inventory management is one of the most important assets of restaurant daily operations. It helps not only reduce food spoilage but also control and manage restaurant costs.

Remote Food Measurement System

The key to the success of a restaurant chain is an impeccable reputation. When ordering food at a chain restaurant, the customer expects to get a dish with a familiar taste and appearance.That is why the kitchen of such restaurants looks like production lines at large factories. Each step of the cooking process must take a certain amount of time, and each product must have the exact same weight. To achieve this, restaurants need to constantly monitor all stages of the kitchen workflow — from pre-preparation to serving.

Apron Management System

Today, many airports struggle with silo operations and uncoordinated processes trying to handle heavy air traffic. It often leads to errors, delays, and poor passenger experience.The key to proper flight schedule adherence and happy customers is the digitalization of the apron. The need of the hour is an efficient system that would help automatically manage aircraft ground operations.

codeNforcer: Source Code Analysis Tool

Code review is a great way to reduce software defects at an early stage, mentor new developers, and improve collaboration. But, on the other hand, it is a burdensome and expensive procedure that requires a lot of specialists and may result in errors.Automated code analysis tools are a good alternative to tedious manual code debugging. They can help reduce the burden on developers, lower overall costs, speed up the software development life cycle by quickly identifying bugs and defects that can not be detected during traditional testing.

DietManager: Personalized Diet Plans Generation System

Many people know good nutrition helps maintain a healthy weight. But in fact, the benefits of eating healthy go beyond staying fit. Good nutrition can help strengthen the immune system, easily cope with ongoing illnesses, and reduce the risk of developing chronic diseases such as diabetes, heart disease, stroke osteoporosis, and some cancers...