ADAS and Autonomous Driving AI Data Preparation and Annotation
ImageClassification
Led the development and integration of camera and LiDAR data processing components for ADAS and autonomous driving projects. Implemented data preprocessing and analysis pipelines that enabled machine learning applications for environment perception and sensor fusion. Supported the validation and training of AI models by preparing structured sensor data sets and automating annotation workflows.
• Camera and LiDAR sensor recordings annotated for environment understanding
• Applied classification and preprocessing for perception systems
• Utilized TensorFlow and ROS for data handling and pipeline automation
• Collaborated with automotive engineering teams in safety-critical environments
Led the development and integration of camera and LiDAR data processing components for ADAS and autonomous driving projects. Implemented data preprocessing and analysis pipelines that enabled machine learning applications for environment perception and sensor fusion. Supported the validation and training of AI models by preparing structured sensor data sets and automating annotation workflows. • Camera and LiDAR sensor recordings annotated for environment understanding • Applied classification and preprocessing for perception systems • Utilized TensorFlow and ROS for data handling and pipeline automation • Collaborated with automotive engineering teams in safety-critical environments
2018 - 2020