Anis HasniCloud Engineer.

Leading full validation lifecycle for BMW carsharing pilot programs — from test planning to stakeholder reporting — across connectivity and telematics systems in Munich.

• Plan, coordinate, and document test activities and test drives; compile and present results to stakeholders
• Review and assess quality criteria of defect tickets to ensure completeness and actionability
• Perform fault analysis of Telematics Control Units (TCUs) and back-end communication logs
• Oversee test management and problem management processes throughout the project lifecycle
• Analyze on-board and off-board logs to identify root causes of system issues
• Produce statistical reports on test procedures, coverage, and defect trends
• Execute maturity-level intensive tests as part of the readiness assessment framework

Conducted validation and integration tests across multiple international markets in alignment with the BMW development roadmap.

• Validated ConnectedDrive features across international market rollouts
• Ensured regional compliance and feature parity during country-by-country deployments

Developed an automated anomaly detection system for carsharing platforms using MQTT communication protocols and statistical variance analysis.

• Built end-to-end pipeline for automated ECU anomaly detection using MQTT protocol
• Applied variance calculation to detect anomalous behavior in real-time data streams
• Stored and categorized results (normal vs. anomalous) for efficient traceability and reporting
• Eliminated need for time-consuming manual data analysis through automation

Tested and validated ECU functions, back-end services, and ConnectedDrive features to ensure quality and reliability across BMW connected vehicle platform.

• Validated ECU functions, back-end services, and ConnectedDrive features
• Supported system integration testing for connected vehicle features