DUTPALA SANTHOSH KUMAR

Motivated professional with 3.5 years of experience in data analysis and video annotation. Expertise in AI-driven automotive technologies with a strong focus on detail and accuracy. Proven ability to contribute to team success and drive continuous improvement in processes.

Scene Hazards 

• Labeled potential driving hazards like construction zones, obstacles, and blind turns in complex road environments.

• Classified objects into subclasses such as Traffic Objects (e.g., cone, pole, barrier, barricade, barrel, triangle) and Hazard Objects (e.g., debris vehicle, debris natural, tire, human, animal).

• Supported detection and classification models with accurate annotation of unclassifiable and grouped hazard types.

• Contributed to enhancing safety algorithms in autonomous driving modules.

Scene Labelling

• Labeled obstacles that impact vehicle movement such as parked vehicles, pedestrians, and animals.

• Used predefined categories such as Vehicles (e.g., automobiles, buses, trailers), VRUs (e.g., persons, riders, strollers), Animals (on and off-road), and Protruding Objects (e.g., cargo, open doors).

• Focused on outlining geometric structures and determining the accurate bounding shapes for all detected obstacles.

• Helped in training machine learning models to better adapt to varied driving conditions.

Wait Light Condition 

• Annotated traffic light states (green, yellow, red) and corresponding vehicle behavior in intersection scenarios.

• Evaluated attributes like blinking status, bulb visibility, and active bulb count to enhance signal recognition models.

• Supported datasets that improve decision-making logic in self-driving systems.

• Listening Music
• Playing Cricket
• Travelling New Places

• Telugu
• English

• Date of Birth: 12/03/96
• Gender: male
• Nationality: Indian
• Marital Status: single