AI-Ready Data Lake For A Fintech Innovator
NDA
Providing In-Depth Insights for the Financial Sector
Financial institutions always seek reliable customer insights. Data analytics play a crucial role in improving credit risk assessment, streamlining loan management, developing effective campaigns, mitigating delinquency, and enhancing overall productivity.
Our client is a leading provider of cloud-based fintech software that helps financial institutions optimize recovery efforts. The core platform delivers advanced analytics, providing institutions with actionable insights to assess portfolio performance, identify risk trends, and make data-driven decisions.
Industry: Enterprise Software, AI/ML Big Data, SaaS
Technologies: Python
Solutions: Cloud Computing & Devops, Database Management & Storage, Scripting & Process Automation, AI/ML Big Data
The Challenge
Enabling Historical Data for Machine Learning Analytics
The client approached Janea Systems to design and implement a solution for retaining historical client data. We recommended and developed a custom, context-specific solution, involving a scalable and secure data pipeline for the efficient extracting, transforming, and loading (ETL) of historical records into a data lake.
Client impact
Solutions
Janea Systems implemented comprehensive solutions that have significantly improved the client’s data infrastructure with a scalable, future-proof platform optimized for machine learning integration and capable of handling exponential amounts of data:
- Discovery Process: In-depth analysis of the client’s infrastructure, existing workflows, and pain points.
- Security Measures: Strict access control policies and secure credential storage with Azure Key Vault.
- Delta Lake with SCD Type 2: Chosen for its mutability and support for timestamped historical tracking.
- Azure Synapse: Chosen for Azure integration, built-in Spark, enhanced access control, and high-performance querying.
- Continuous Support: Provided continued deployment support, ensuring a smooth transition and operational readiness.
Looking Ahead
With a strong foundation in advanced analytics, AI/ML integration, and data lake development, Janea Systems remains a trusted partner, continuing to drive innovation and champion AI-powered solutions for the fintech industry.
The Team
Other Client Successes
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