Suhrut Rajendra Heroorkar

• Validate AI-driven automotive applications on NVIDIA Jetson edge platforms; analyze power, performance, and service quality under system constraints. • Support development of edge infrastructure monitoring systems, contributing to integration and validation. • Contribute to energy-aware orchestration using Kubernetes and Istio for distributed edge services. • Published and presented research at ACM/IEEE SEC 2025. • Research spanning IoT, AI/ML, embedded, and automotive systems.

• Built automated test frameworks using Python, ENNA, and Robot Framework for AUTOSAR validation, ADAS, and automotive IoT edge systems. • Performed system and end-to-end testing, including targeted manual validation, and reported results to release teams. • Created test plans and cases ensuring requirement traceability and coverage. • Investigated and verified defects via root-cause analysis. • Improved workflows with Docs-as-Code. • Collaborated with cross-functional teams in Agile/SAFe.

• Researched radar point cloud clustering algorithms for STM32-based embedded platforms. • Defined system/software requirements and implemented TI mmWave radar–STM32 integration architecture. • Developed and validated clustering algorithms in C on STM32H750 at functional and system levels. • Optimized DBSCAN using spatial data structures, achieving ≥30% reduction in processing time while meeting performance targets.

• Supported development of a DSI3 transceiver driver for ultrasonic park assist applications. • Designed software architecture (SWE.2) using UML in Enterprise Architect for clear function and test interfaces. • Implemented SPI communication on STM32 (Nucleo) using STM32CubeMX and FreeRTOS task scheduling. • Automated HIS metric generation using Python, reducing manual effort by 80%.

• Analyzed customer and system requirements for Vehicle Dynamics and Engine ECU systems. • Contributed to safety engineering activities including FMEA and functional safety requirement analysis. • Developed and modified software for sensor signal processing and EMS ECU modules and integrated AUTOSAR BSW components. • Performed unit, functional, system-level, and HiL validation. • Conducted system debugging and root-cause analysis of field issues.