Big Data & Analytics

CompuGain’s AWS Cloud Based Big Analytics solutions offerings are innovative cloud data mining and intelligence solutions that allow our clients to govern and analyze 100% of their enterprise data.


We provide our clients with Proof of Concept and Proof of Technology evaluations, and build enterprise applications allowing them to leverage machine learning and deep learning to gain insights from their data that they previously could not ascertain. CompuGain helps clients with building data analysis solutions, analytical model development, algorithm development, utilizing popular frameworks like Apache Spark and H2O. We can work with your structured, unstructured and semi-structured data sets that are housed in cloud based as well as on premise, SQL/NoSQL data stores such as S3, Redshift, Cassandra and Hive HBase file systems in addition to Aurora, RDS, DynamoDB, Oracle and MySQL.

Learn more about our Big Data & Analytics offerings below:

AWS Redshift


CompuGain has a team of experienced AWS Certified Solutions Architects that deliver end to end solutions around Amazon Redshift that provide our clients with a providing robust, easily scalable, enterprise-strength cloud data warehousing analytics service at dramatically reduced prices.

  • Assessment
  • Design
  • Accelerators/Utilities
  • Optimized ownership / migration cost
  • Ease of Administration
  • Remote monitoring and administration
  • Integration
  • Data Cleansing, Ingestion and Normalization
  • Data Mining, Data Wrangling, Data Munging
  • Data loading by various techniques & tools
  • Maintain HIPAA, PCI, SOX & other compliance mandates
  • NOC team and custom software to monitor & secure the infrastructure

CompuGain also offers services focusing on Business Intelligence & Data Analytic and System Integrations.

Example of CompuGain’s Redshift Architecture

bigdataIngest/CollectAmazon Direct ConnectAmazon S3 Data LakeDynamoDBAmazon RedshiftPerformance by category, channel, and regionDemand forecastIncentives to fill underserved marketsReportsDataReportsStoreProcess/AnalyzeConsume/VirtualizeOn-premisesTransactionalDatabaseLegacy BI/Report Users

AWS DB


CompuGain Solutions for Amazon Web Services (AWS) combines the flexibility, scalability, and power of the AWS cloud platform with CompuGain’s client focused support and managed services. CompuGain provides solution architecture and migration services to the AWS storage ecosystem including RDS and DynamoDB

  • Assessment
  • Design
  • Accelerators/Utilities
  • Optimized ownership / migration cost
  • Administration
  • Remote monitoring and administration
  • Maintenance
  • Integration
  • Data Cleansing, Ingestion and Normalization
  • Data Modeling
  • Data loading by various techniques & tools
  • CloudEndure

CompuGain also offers integrations with other AWS services like CloudTrail and CloudWatch to log and report your cloud activity.

Azure HDInsight


Many organizations struggle with how to make sure their organization’s data is accessible, analyzed and presented in a way that provides value. 

Whether you are using historical or real time data, Compugain can provide analysis with Hadoop in HDInsight that will provide clear insight and intelligence.

The Apache Hadoop stack is expanding and includes the following implementations: Spark, HBase, Kafka, Storm, Pig, Hive, Interactive Hive, Sqoop, Oozie, Ambari, HDInsight. 

The data can then be integrated with business intelligence (BI) tools such as Power BI, Excel, SQL Server Analysis Services, and SQL Server Reporting Services.

GainSight


GainSight = (data science + data analytics + data visualization) delivered with our CAGILE methodology.

Data analytics services and solutions can help you harness the power of data without exhausting your human and infrastructure resources. CompuGain’s Advanced Analytics and Reporting solution offering, GainSight, leverages the latest data science techniques including predictive analytics, prescriptive analytics and machine learning to unlock hidden opportunities and insights. We help our clients prepare for future trends and achieve a distinct competitive edge.

Many companies work with your existing data sets and present them in new, tool specific, visual formats but they do this without providing a modern scalable architecture and logical analytics engine.  This does not build a long term capability and causes you to be constrained by tool limitations.

CompuGain GainSight converts Business Data into impactful Business Decisions and Outcomes.

  • Asseessment
  • Methodology
  • Create Reference architecture
  • Map a tech stack to fit your organizations needs and existing resources

Data Science & Machine Learning

We provide our clients with Proof of Concept and Proof of Technology evaluations, and build enterprise applications allowing them to leverage machine learning and deep learning to gain insights from their data that they previously could not ascertain.  CompuGain helps clients with building data analysis solutions, analytical model development, algorithm development, utilizing popular frameworks like Apache Spark and H2O.  We can work with your structured, unstructured and semi-structured data sets that are housed in cloud based as well as on premise, SQL/NoSQL data stores such as S3, Redshift, Cassandra and Hive HBase file systems in addition to Aurora, RDS, DynamoDB, Oracle and MySQL.

CompuGain has expertise in delivering solutions with the following:

  • Amazon Machine Learning building prediction models using AWS Machine Learning libraries capable of generating large numbers of predictions daily, in real-time and at high throughput.
  • Databricks Apache Spark MLlib, Spark Streaming, Spark SQL and Spark GraphX
  • H2O Deep Learning Library
  • Data Processing Solutions using Java, Scala, Python and R
  • Bayesian analysis: Help clients to refine their forecasting, predictive analysis, risk management and probability estimates by applying the Bayesian approach.
  • Supervised Learning by applying methods such as SVM and Random Forest
    • SVM (Support Vector Machines)
    • Random Forest
  • Unsupervised Learning by applying methods such as K-means and PCA/SVD
    • K-means
    • PCA/SVD (Principle Component Analysis/Singular Value Decomposition)
  • NLP (Natural Language Processing)—CompuGain can take our client’s unstructured Text and other data and Apply statistical/Linguistic/Structural Techniques to extract elements such as entities, concepts and relationships.  In addition, we apply statistical pattern-matching techniques to group and categorize the data so we can evaluate performance and present the data.  We have proficiency with tools such as Apache OpenNLP and Stanford NLP Libraries.

Data Visualization/BI Dashboards

Data analytics is not just managing lot of data or variety of data, it’s about seeking answers to new questions, formulating new hypotheses, exploring and discovering new data insights and making data-driven decisions. At CompuGain, we convert your data into intelligence and actionable insights by unlocking insights and finding hidden opportunities. We also evaluate all IT technologies in the marketplace and provide end to end solutions to various business problems. Our in-house experts use domain expertise along with the latest technologies, proven frameworks and tools to convert business problems into successful business solutions, delivering data visualization, enterprise data management, business intelligence and data analytic solutions under one umbrella.

We help our clients prepare for future trends and achieve a distinct competitive edge. Our experts work with customer teams to develop and design effective data analytics solutions using both proven and cutting-edge approaches.

CompuGain’s strengths are:

  • Continuous Learning: An incubation center for engineers to upgrade skills on the emerging technologies such as Hadoop, Spark, Microservices, Azure, AWS, Analytics etc.
  • Thought Leadership: Learn and communicate technical oversight on key emerging technologies in the areas of Big Data processing, Reactive system development, Cloud based computing and Data analytics.
  • Flexible Approach: Manage disruption throughout the enterprise with better decision making, skills and best practices. Drive and communicate best practices on solution delivery based on agile system delivery method.
  • Quick Prototyping: Drive initiatives through building industry specific solutions on Big data, Cloud computing and Business analytics. The solutions are in house built services that are specific to key problem areas.

Enterprise Data Visualization

The data organizations are generating and archiving is reaching unprecedented levels. It can be very difficult to understand this data and gain meaningful information but advanced data visualization concepts help us to infer the meaningful information out of the Big Data. Advanced data visualization provides much more than traditional reporting and can generate unique insights from the daily data your business generates. However, many organizations are hesitant to implement data visualization concepts and initiatives due to their inherent complexity and lack of any in house knowledge or skilled resources to tackle the projects.

As a result, the organizations struggle with reactive decision making, a lack of useful data across their organization and an inability to keep pace with the technology their competitors are using

That’s where we at CompuGain Data Visualization services can help your company to elevate the decision-making process for business executives, engineers, data scientists and researchers. We work with many global companies in various domains and provide solutions to their data virtualization needs. This broad experience helps us to provide quality solutions faster and easier.

We use innovative tools and platforms such as:

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We believe in research and development and the years we have invested helps us in understanding quickly how various users utilize their data so that we can provide customized and specific solutions to our clients. We also provide these data visualization solutions suitable to all types of devices and platforms. Let us work with you to unlock the power of your data.

ETL/ELT

Compugain is positioned to deliver advanced ETL and ELT solutions for on premise and cloud environments with custom solutions with Matillion and Informatica to provide increased Performance, Scalability and faster speed of Development.