Data Scientist II

HERE Technologies, 2024-Present

• Built data-centric pipelines for diverse perception tasks. Designed dataset preparation, curation, and augmentation workflows for segmentation, depth, and orientation models.

• Collaborated with cross-functional teams, contributed to a patent on lane-marking extraction, and ensured reproducible ML experimentation through systematic documentation and tooling.

• Applied diverse traditional methods, CV techniques, deep learning models, foundation models, and multimodal frameworks as needed to accelerate preprocessing, data generation, and feature extraction.

• Worked across multiple tasks including road-sign detection, depth estimation, and orientation classification.