Guilherme Cosentino Ferreira

NVIDIA · Santa Clara, CA (Remote)

• Own validation of Context Fusion perception across camera, LiDAR, and radar pipelines, gating AV release candidates on multi-sensor object-classification accuracy.
• Architected automated quality pipelines covering 10+ analysis types, transforming ad-hoc spot-checks into continuous regression visibility across the fusion stack.
• Built test orchestration tooling with schema enforcement and suite-aware targeting, eliminating config drift across hundreds of open-loop replay tests.
• Designed SQL observability dashboards that surface evaluator coverage gaps and KPI degradation, enabling proactive regression detection before release gates.

Stellantis · Auburn Hills, MI

• Delivered OEM-specific SIL pipelines with AI closed-loop simulations that boosted ADAS/AD reliability of release candidates.
• Built a 16-DOF HarcaSim vehicle model and unified KPI retrieval across LiDAR, ADCAM, LRR, SRR, IMU, and GNMM sensors to harden regression tests.
• Authored 100+ of an 800+ L2/L3 acceptance-test suite, covering 50+ requirements while reviewing peers' cases to keep CI gates meaningful.
• Led SimOps upkeep of shared simulation assets so daily program builds stayed patched, versioned, and ready for cross-team runs.

Stellantis · Auburn Hills, MI

• Designed the Auto Cooldown feature, trimming ECU memory 10% and opening headroom for additional STLA Brain climate functions.
• Re-tuned temperature overshoot logic to reach target cabin temperatures faster while consuming less heating energy.
• Architected HVAC software for the STLA Brain platform, merging legacy FCA and PSA codebases and leading global process harmonization across NAFTA, LATAM, and SEA.

SMU MicroSensor Laboratory · Dallas, TX

• Co-designed NASA prototype sensors using signal-processing pipelines that increased measurement fidelity.
• Embedded Python analytics into LabVIEW workflows to raise optical sensor calibration accuracy.

FRT Electronic Technology · Recife, Brazil

• Automated QC programs for bus security systems, ensuring compliance with max-speed and door-safety requirements.
• Reprogrammed firmware and refreshed electronics to improve device reliability across regional fleets.

Georgia Institute of Technology · Atlanta, GA

On industry leave delivering autonomous systems.

Southern Methodist University · Dallas, TX

Minor in Computer Science. Honor Transfer Scholar. Lyle Undergraduate Summer Research Fellow.