The growth of data is being measured in the same scale as population census, study of celestial bodies and behavioral science. They are huge in size (Volume), abstract and include numerous factors (Variety and Complexity), and are growing instantaneously (Velocity) as we speak.
The challenge more than managing data is how to put a noose around the new data that are being generated from new sources which include social media, web logs, location sensors, internet of things, video and music streams, sensors, and countless surveillance videos offering security and safety for global citizens. Unstructured content represents as much as 80% of an organization's total information assets i.e. data that does not conform to a specific, pre-defined data model
Chemol Technologies helps you to manage this sheer scale of data with Big Data Analytics. Our solutions are powered by the right mix of Big Data and Business Intelligence components allowing the enterprise to leverage the maximum out of a particular use case.
Solutions:
Sales & Market Intelligence Platform
Social Listening & Engagement
Operational Intelligenceap
Auto Classification using Machine Learning
Data Lakes for Sales Intelligence
Real Time Search
Sales & Market Intelligence Platform
Enhancing Sales and Marketing Efficiency with Big Data Analytics
SaaS based product delivering B2B marketing intelligence to understand customer, improve target marketing campaigns, increase customer acquisition, reduce customer churn and deliver innovations. This online subscription based B2B customer intelligence tool has gorgeous visualizations for deep data exploration and intuitive full text search/data mining with
Data Hub comprising of 20+ data sources
On demand processing of 7TB+ of data
Processing & enrichment of 160 Million+ Contacts
Social Listening & Engagement
Social Sentiment Analysis using Big Data
Integrated web platform built on Liferay and Drupal, for evidence collection from social media for case research, sentiment analysis and trends, data storage. We leveraged MongoDB as an operational data store, InfiniDB as a analytical data store and AlchemyAPI for natural language processing engine. The platform was scalable and was able to handle
2TB Data/Month
Retrieve 25,000 records/hour/keyword
Operational Intelligence
Improve Workflows to Increase Operational Efficiency
Improving communication and coordination between key stakeholders at various locations to monitor and optimize time, costs, materials, staff and resources. Data collection of ~1.5 TB/day from 0.5-0.75 million devices. Real time analysis and reporting of resources - device monitoring, track progress & measure productivity. Also integrated the MongoDB based platform with machine control and site.
Auto Classification using Machine Learning
Achieving High Accuracy in Reduced Time with Machine Learning
Replacing manual classification of documents with an intelligent automated classification model. The solution includes a parser (Apache Tika + custom) for content analysis and detection, a classifier (D4LJ, Naïve Baiyes) to create model and run test set, a reviewer to audit logs, docs parsed and outliers, and review unclassified documents. The solution achieved high accuracy (>95%) while maintaining the high performance all completed in shorter duration to the traditional classification process.
Data Lakes for Sales Intelligence
Increase ROI for Marketing Campaigns with Cost Effective and High Performing Enterprise DW/BI Data Architecture
Off-load the primary EDW running on Teradata as it was running out of capacity with slow performance. We created a modern data architecture using Hadoop and offered the ability to integrate unstructured data. Data from mainframes were pulled into Hadoop and ETL jobs were migrated from Teradata to Hadoop to reduce its load and boost its performance. This enabled the customer to run targeted customer segmentation based on products/ vertical/ industry. They were able to create consolidated dashboards for account executives including.
Site Behavior
Revenue/Premiums generated
Leads through product inquiry/feedback
Real Time Search:
Instantaneous Search Platform to Increase Productivity
Research portal with advanced search to enable employees with quick access to information, and resources to make faster and better decisions. Faster search across structured and unstructured data leveraging Hadoop, Solr and Neo4J. The platform was able to return full text search in 2 seconds. Supported over 20 million documents with 100 attributes each with a volume over 200GB. The search solution was able to replace proprietary search platform and improve search performance by 10X while reducing costs.