Monika B A

Architected AIDVUC & Event Generator services for real-time AI driver activity recognition on Mercedes-Benz vehicles using ONNX, Gecko Embedding, and SentencePiece. Built AIDL-based IPC, dynamic VHAL-driven event/action generation, and a multithreaded ML pipeline with OpenCV RTSP feeds. Applied clean architecture and design patterns, optimized large-buffer transfer via Parcelable/Shared Memory, and ensured reliability through JUnit & Mockito testing.

Delivered SDV features across AAOS framework, middleware, and app layers, including A13→A15 platform migration and Rust-based Car Service plugin modernization. Built VSIDL/ProtoBuf APIs, gRPC & SomeIP services, and CAN-to-VHAL ADASIS pipelines. Contributed to Alliance AOSP features including ADASIS, PVT, Charge Assistant, Route, Local Hazards, and Privacy. Revalidated Sonar, HVAC, and AutoPark modules across platform upgrades.