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Development of Scalable Data Processing Platform for Foot Traffic Analytics

globaldev.tech

Retail

Commercial Real Estate

Economic Development

Hospitality & leisure

Business Challenges

Need for scalable data processing infrastructure to handle exponential growth in location data volume, maintain data quality across diverse industries, and rapidly onboard specialized personnel to support platform expansion while maintaining consistent data standardization and actionable insights delivery.

About the Client

Market intelligence platform providing foot traffic analytics and location-based insights for retail, real estate, and economic development sectors

Key Project Goals

Build automated data ingestion pipeline for multi-source location data
Develop customizable analytics dashboard with industry-specific visualization templates
Implement scalable workforce development framework for data specialists
Create dynamic data packaging system for cross-industry client needs

Core System Capabilities

Automated data validation and cleansing workflows
Modular reporting system with customizable KPIs
Mentorship program management dashboard
Cross-platform data integration hub
Real-time traffic pattern visualization tools

Technology Stack

Cloud-based data warehousing (AWS/GCP)

Python for data processing

React for frontend visualization

Docker/Kubernetes for containerization

Apache Airflow for workflow orchestration

System Integrations

CRM systems for client data synchronization
BI tools (Tableau/Power BI)
Third-party location data APIs
HR management platforms for workforce tracking

Operational Requirements

Horizontal scalability for 10x data volume growth
99.9% system uptime SLA
Role-based access control (RBAC)
Sub-second query response times
Automated disaster recovery framework

Expected Business Outcomes

Enables 300% faster data processing throughput, reduces onboarding time for new specialists by 60%, supports 50+ concurrent enterprise clients with customized analytics, and maintains 95%+ data accuracy across 10,000+ daily location analyses, driving improved decision-making for retail site selection, real estate investments, and economic development strategies.