Meghana Basavaraj

Moved to Stuttgart, Germany and continuing working for Moovita Pte Ltd remotely as Consultant Working on BEV segmentation

* Built vision-based ADAS software on various embedded systems(Jetson Nano, TPU and Hailo), and developed lane detection and tracking modules. * Enhanced lane detection for additional attributes prediction. * Created detection dataset, streamlined MLOps processes, including data collection, model training, model evaluation, error analysis and system event validation. * Responsible for software integration, version control and releases. * Ported a python based LDW system into C++ based system.

We are part of IOT DC division of Siemens. As a team, we work on IOT analytics projects with focus on smart city applications. - Developed CV based analytics for an automatic fish biomass measuring tool. The analytics uses deep learning-based object and keypoint detection models with stereo-cameras. Achieved an average accuracy of ±5% relative to the actual weight. “METHOD AND SYSTEM FOR DETERMINING BIOMASS OF AQUATIC ANIMALS”, European Patent 20000439.8, filed 4-12-2020, Published.

- Built Face tracker application for surveillance videos - Built Face recognition and attribute detection application (age, gender, name and pose) - Worked on video analytics projects using human pose estimation - Worked on development of camera streaming services and dockerization of analytics solutions.

- Worked on Autosar compliant Device driver development of LIN, PORT, DIO, FlsLoader and IRQ for Aurix 2G Microcontrollers.These are bare metal drivers based on AUTOSAR (MCAL) and conform to ISO26262 Functional Safety standards. - Worked on setting up a Unit Testing environment with Tessy Tool

Specialization: Computer Engineering Thesis Title: Handling Discontinuities in Optical Flow