Offline Identity Management & Data Analytics

Scalable Offline Identity Graph for Marketing Intelligence

Delivered a large-scale offline identity management system that enables organizations to unify fragmented consumer data and derive actionable insights for targeted marketing campaigns.
The platform processes high-volume datasets such as purchase history, website activity, and consumer interests, and links them to a unique consumer identity using advanced matching techniques.
This unified identity layer powers segmentation, targeting, and campaign analytics at scale.

Implementation Process​

01.

Data Processing Layer​

Batch data received from multiple clients:

– Purchase transactions
– Behavioral and interest data

Supported ingestion of large-scale structured and semi-structured datasets

02.

Data Cleansing & Standardization

Data processed through cleansing pipelines:

– Attribute standardization
– Deduplication
– Format normalization

03.

Identity Match Engine

Core system to link consumer data across sources Built logic to:

– Create a unique consumer identity (Identity Graph)
– Identify unique consumer attributes
– Connect fragmented records

04.

Big Data Processing Layer

Built on Hadoop Distributed File System (HDFS) Used Apache Spark for:

– Data aggregation and segmentation
– Distributed data processing
– Large-scale high speed data processing.

05.

Data Storage & Access​​​

Processed data stored in:
– HDFS (data storage)
– Optimized for large scale querying

Structured datasets prepared for:
– Consumer segmentation
– Campaign targeting

06.

Analytics & Reporting Layer

Generated insights for:
– Segmentation for marketing
– Interest-based targeting
– Campaign audience selection

Delivered outputs for:
– Data-driven decision making
– Marketing campaign execution

Technology Stack

Java, Scala

Python

Spark & Hadoop

AI & ML

Would you like to start a project with us?​

Whether you’re designing a new system, modernizing legacy infrastructure, or building AI platform. We can help you transform your business right from the start.
Let’s discuss your requirements and identify the most effective path forward.

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