Sunny Mandru

• Assisted customers in resolving queries and providing product support.
• Maintained excellent communication and multitasking skills in a fast-paced retail environment.

Client: Here Technologies
• Delivered multiple GIS projects including Autonomous Driving (AEV, AID, HAD) using AEV TriGeo Image Labeling Tool.
• Created and maintained spatial datasets (2D & 3D bounding boxes, LIDAR data integration, semantic segmentation).
• Conducted production, UAT deployment, and QC for image labeling projects.
• Labeled objects in images with semantic segmentation techniques, improving accuracy of computer vision models.
• Developed workflows for vehicle relevance state, road boundaries, lane marking, and obstacle detection (e.g., poles, traffic signs, pedestrians).
• Collaborated with cross-functional teams to ensure data quality, accuracy, and timely project delivery.

Key Projects:
• AEV (Audio Electronic Vehicle): Performed semantic image segmentation for autonomous vehicles, enabling better object recognition and scene understanding.
• AID (Autonomous Intelligence Driving): Implemented 2D/3D bounding boxes, pose estimation, and LIDAR data processing for moving object detection.
• HAD (Highly Automated Driving): Enhanced road safety datasets by labeling traffic elements (road boundaries, signs, poles, and obstructions).

• Coordinated schedules and data for crew management.
• Developed organizational and analytical skills under tight deadlines.