Case Studies
Real-world data engineering and business intelligence projects delivered across Fortune 500 companies. From integration monitoring processing 2.7M daily messages to Power BI platforms eliminating 96% of manual reporting.
Modern Data Platform for Integration Monitoring
Airflow + dbt + PostgreSQL + Grafana
Built modern data platform monitoring 672 partner connections with comprehensive visibility across global logistics operations. Multi-source integration with graceful degradation and automated anomaly detection.
Challenge: Zero operational visibility across 4 geographic data centers
Solution: Fault-tolerant pipeline with real-time dashboards and alerting
Technologies: Apache Airflow, dbt, PostgreSQL, Grafana, Python, Prometheus
2.7M messages daily
672 partner connections across 4 geographic regions
Proactive monitoring
Issue detection in minutes vs hours with automated alerting
95%+ reliability
Fault-tolerant architecture for global logistics operations
Resource Management & Billing Analytics Platform
Power BI + Snowflake + Power Query
Transformed manual Excel processes into automated Power BI analytics. Multi-source integration combining Planview capacity planning with e-time actual bookings for transparent resource management.
Challenge: 2 full days monthly spent on manual reporting
Solution: Automated Power BI dashboards with daily refresh
Technologies: Power BI, Power Query, DAX, Planview, Snowflake, Excel
96% efficiency gain
Monthly reporting reduced from 2 days to 30 minutes
100 resources tracked
Automated capacity planning across 50 projects
Real-time insights
Daily operational dashboards replacing monthly reports
Emergency Incident Root Cause Analysis Platform
Power BI + Azure Synapse + ServiceNow
Combined ServiceNow operational data with expert technical analysis for integration platform migration planning. Transparent incident analytics supporting risk-informed decision making.
Challenge: Critical migration without incident intelligence
Solution: Hybrid platform combining automation with expert judgment
Technologies: Power BI, Power Query, Azure Synapse, ServiceNow, Excel, SQL
Migration risk assessment
Data-driven identification of high-risk integrations
Transparent analytics
Departmental accountability driving targeted improvement
Hybrid approach
Automated data with expert judgment for accuracy
ServiceNow IT Operations Monitoring Platform
Airflow + MySQL + Prometheus + Grafana
Integrated monitoring platform bridging ServiceNow ITSM data with infrastructure metrics. Dual-frequency orchestration providing operational intelligence from infrastructure to executive levels.
Challenge: Limited operational visibility across IT services
Solution: Unified monitoring combining ITSM and infrastructure data
Technologies: Apache Airflow, Python, MySQL, Prometheus, Grafana, ServiceNow
100+ servers monitored
Real-time infrastructure metrics with ITSM data
5-minute detection
Emergency incident alerting with automated notifications
Unified visibility
Single pane of glass combining multiple data sources
Common Patterns Across Projects
Technical approaches and methodologies proven across multiple engagements
Multi-Source Integration
Combining data from heterogeneous systems with automated reconciliation and graceful degradation
Fault-Tolerant Architecture
Systems designed to continue operating despite partial failures with comprehensive error handling
Automated Data Quality
Testing and validation at every stage ensuring accuracy before dashboards updated
Real-Time Monitoring
Operational dashboards with automated alerting transforming reactive to proactive operations
Proven Technologies
PostgreSQL, Power BI, Airflow, dbt, Grafana - battle-tested tools over trendy alternatives
Business Context First
Technical solutions designed around business requirements, not technology for technology sake
Technologies Used Across Case Studies
Apache Airflow
3 projects
Power BI
3 projects
PostgreSQL
2 projects
Grafana
2 projects
Python
3 projects
dbt
2 projects
Prometheus
2 projects
Power Query
2 projects
Industries & Use Cases
Experience across multiple industries and operational contexts
Transportation & Logistics
Integration monitoring for global logistics operations. Real-time visibility across partner connections and geographic regions supporting mission-critical supply chain operations.
Technology Services
Resource management and capacity planning for IT service delivery. Operational monitoring for integration platforms. Incident analytics supporting infrastructure migrations.
Common Use Cases
- • Integration platform monitoring and alerting
- • Resource utilization and capacity planning
- • Operational dashboards eliminating manual reporting
- • Migration risk assessment and planning
- • IT service delivery analytics and SLA tracking
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