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Bhavani Kankanala

Bhavani Kankanala

Training Lead, Data Labeling & Calibration

India flagHyderabad, India
$10.00/hrExpertCVATOther

Key Skills

Software

CVATCVAT
Other

Top Subject Matter

Autonomous Vehicles
Robotics Domain Expertise
Computer Vision

Top Data Types

3D Sensor
ImageImage

Top Task Types

Bounding Box
Polygon
Segmentation
Classification
Point Key Point
Polyline
Cuboid
Object Detection

Freelancer Overview

Training Lead, Data Labeling & Calibration. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Engineering, MVSR Engineering College (2018). AI-training focus includes data types such as 3D Sensor and labeling workflows including Bounding Box.

ExpertEnglishTelugu

Labeling Experience

Training Lead, Data Labeling & Calibration

3D SensorBounding Box
As Training Lead, designed and conducted training in multi-sensor data labeling and calibration for computer vision and AI. Led team workshops to ensure adherence to industry-standard quality assurance and compliance protocols. Drove internal documentation and upskilled over 70 team members in robust labeling tools and practices. • Delivered structured training on 3D/2D annotation and calibration techniques. • Emphasized hands-on practice with Lidar and Camera datasets. • Integrated real-world AI validation scenarios into lessons. • Played a key role in a sustained improvement of annotation accuracy.

As Training Lead, designed and conducted training in multi-sensor data labeling and calibration for computer vision and AI. Led team workshops to ensure adherence to industry-standard quality assurance and compliance protocols. Drove internal documentation and upskilled over 70 team members in robust labeling tools and practices. • Delivered structured training on 3D/2D annotation and calibration techniques. • Emphasized hands-on practice with Lidar and Camera datasets. • Integrated real-world AI validation scenarios into lessons. • Played a key role in a sustained improvement of annotation accuracy.

2023 - 2024

Senior Data Analyst, Multi-Sensor Labeling

3D SensorBounding Box
As Senior Data Analyst, conducted data validation and labeling for multi-sensor datasets used in AI model training for autonomous vehicles and robotics. Developed and implemented annotation and calibration workflows, focusing on improved accuracy and meeting client project specifications. Provided actionable insights and quality feedback to enhance annotation standards and tool use. • Performed labeling on 3D bounding boxes, semantic and instance segmentation, and calibration bundles. • Adopted label validation processes for Lidar and camera fusion data. • Optimized data pipelines for large-scale annotation projects. • Refined quality metrics for data labeling outputs to exceed project requirements.

As Senior Data Analyst, conducted data validation and labeling for multi-sensor datasets used in AI model training for autonomous vehicles and robotics. Developed and implemented annotation and calibration workflows, focusing on improved accuracy and meeting client project specifications. Provided actionable insights and quality feedback to enhance annotation standards and tool use. • Performed labeling on 3D bounding boxes, semantic and instance segmentation, and calibration bundles. • Adopted label validation processes for Lidar and camera fusion data. • Optimized data pipelines for large-scale annotation projects. • Refined quality metrics for data labeling outputs to exceed project requirements.

2021 - 2023

Data Analyst, Data Labeling & Calibration

3D SensorBounding Box
Performed precise data labeling and calibration for multi-sensor (Lidar, Camera) datasets dedicated to AI training and autonomous vehicle research. Supported project teams with rapid annotation delivery while meeting high-quality standards. Enhanced efficiency of training datasets through the development of calibration bundles and close client collaboration. • Completed manual and automated annotation of 3D/2D data. • Produced highly accurate labels to feed neural network models. • Regularly engaged in client feedback loops for process refinement. • Maintained tight project schedules and high output volume in fast-paced settings.

Performed precise data labeling and calibration for multi-sensor (Lidar, Camera) datasets dedicated to AI training and autonomous vehicle research. Supported project teams with rapid annotation delivery while meeting high-quality standards. Enhanced efficiency of training datasets through the development of calibration bundles and close client collaboration. • Completed manual and automated annotation of 3D/2D data. • Produced highly accurate labels to feed neural network models. • Regularly engaged in client feedback loops for process refinement. • Maintained tight project schedules and high output volume in fast-paced settings.

2020 - 2021

Education

M

MVSR Engineering College

Bachelor of Engineering, Mechanical Engineering

Bachelor of Engineering
2015 - 2018

Work History

D

DEEPEN AI INDIA- ARCSINE SOFTWARE PVT LTD

Data Annotator

Hyderabad
2020 - 2024