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Telco Analyzer

User behavior analysis platform

  • Development time

    7 Months

  • Resources involved

    3 Professionals


The client sought a solution to architect, develop, support for sharepics platform. Using SharePics, client should be able to perform data analytics of the users, likes, posts and pictures based on different parameters.

Apart from data analytics, recommendation was also a major part of deliverable solution.

Business Goal

Consolidate the data from different mediums.

Optimize the data extraction and loading process.

Perform data analytics on top of the aggregated data from distributed index.

Provide different types of recommendations to users.


There were multiple challenges while developing the solution like,

Providing scalable architecture for consolidating huge amount of data.

Delivering the fault tolerant solution for indexing massive amount of data.

Providing accurate recommendations within limited time.


System architecture

  • We provided end to end services to our client for building the solution. Our Big data development team architected an efficient pipeline using the prominent big data tools and well known NoSQL database as well as distributed indexing tool.
  • Our Big Data development team analyzed various possible data sources, defined standard data structures and pipeline for data retrieval.
  • Our team also developed the schema architecture for data indexing and implemented the same for scalable architecture.
  • We performed the end to end data retrieval and indexing and then we developed recommendation engine solution for the indexed and stored data.



We followed an iterative phased approach to implement the solution that included the following phases:

Business requirements analysis.

Architecture design.

ETL (Extract, Transform and Load).

Indexing & aggregating the data.

Recommendation engine solution building.

Road map

Requirement Analysis
  • Brainstorm
  • Innovation
  • Research
  • Resource planning
Architecture Planning
  • Architecture Design
  • System Prototyping
  • Documentation
  • Back end development.
  • Front end development.
Quality Testing
  • Quality Assurance
  • User Acceptance Testing
  • Production
  • Evaluation

Business Benefits

We delivered the appropriate solution to our client and as a result client organization was able to perform the data analytics on top of users data, we also delivered near real time recommendation engine solution to our client organization.

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