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Suresh Kumar

Suresh Kumar

Team Lead, Video Annotation Project

India flagTiruppur, India
$30.00/hrExpertOtherLabelboxCVAT

Key Skills

Software

Other
LabelboxLabelbox
CVATCVAT
PlaymentPlayment
SuperAnnotateSuperAnnotate

Top Subject Matter

Vehicle and Traffic Scene Annotation
Autonomous Vehicle ADAS Annotation
Road Sign Recognition Annotation

Top Data Types

VideoVideo
ImageImage

Top Task Types

Bounding Box
Classification

Freelancer Overview

Team Lead, Video Annotation Project. Core strengths include Internal and Proprietary Tooling. Education includes Master of Computer Applications, Kalaingar Karunanithi Institute of Technology (2015) and Bachelor of Computer Applications, Kalaingar Karunanithi Institute of Technology (2013). AI-training focus includes data types such as Video and labeling workflows including Bounding Box and Classification.

ExpertEnglishKannada

Labeling Experience

Team Lead, Video Annotation Project

VideoBounding Box
As a Team Lead at Apexon, I oversaw a large-scale vehicle and traffic video annotation project. I supervised the annotation and labeling of various elements in both image and video data, ensuring project efficiency and high quality. By guiding internal teams to use proprietary software, I facilitated accurate tagging, categorization, and quality checks across multiple datasets. • Labeled vehicle, image, and video data for computer vision. • Categorized and tagged elements in text datasets. • Performed quality control through sampling checks on annotated data. • Developed new annotation guidelines driven by graphical error analysis.

As a Team Lead at Apexon, I oversaw a large-scale vehicle and traffic video annotation project. I supervised the annotation and labeling of various elements in both image and video data, ensuring project efficiency and high quality. By guiding internal teams to use proprietary software, I facilitated accurate tagging, categorization, and quality checks across multiple datasets. • Labeled vehicle, image, and video data for computer vision. • Categorized and tagged elements in text datasets. • Performed quality control through sampling checks on annotated data. • Developed new annotation guidelines driven by graphical error analysis.

2021 - Present

Team Lead, Video Annotation Project

VideoBounding Box
As a Team Lead at L&T Technology Services, I managed a ground truth dataset creation project for ADAS in autonomous vehicles. My responsibilities included annotating video data by marking traffic signs, lights, lane markings, pedestrians, and infrastructure using bounding boxes and polygons. I ensured data quality and guided a team through annotation processes with continuous monitoring and training. • Labeled traffic-related features with bounding boxes and polygons. • Generated ground truth attributes for ADAS systems. • Conducted production and quality monitoring on annotated datasets. • Provided guidance and performance feedback to annotation team.

As a Team Lead at L&T Technology Services, I managed a ground truth dataset creation project for ADAS in autonomous vehicles. My responsibilities included annotating video data by marking traffic signs, lights, lane markings, pedestrians, and infrastructure using bounding boxes and polygons. I ensured data quality and guided a team through annotation processes with continuous monitoring and training. • Labeled traffic-related features with bounding boxes and polygons. • Generated ground truth attributes for ADAS systems. • Conducted production and quality monitoring on annotated datasets. • Provided guidance and performance feedback to annotation team.

2019 - 2021

Team Lead, Video Annotation Project

VideoClassification
As a Team Lead at Robert Bosch Engineering, I managed a video annotation project focused on road sign recognition. I supervised the annotation process using client-based servers and checked outputs for quality assurance. Team training and process reporting were integral parts of this position. • Labeled and classified road signs in video footage. • Conducted quality checks on Road Signs Recognition system. • Ensured accuracy of annotated data on client platforms. • Facilitated training for new annotation team members.

As a Team Lead at Robert Bosch Engineering, I managed a video annotation project focused on road sign recognition. I supervised the annotation process using client-based servers and checked outputs for quality assurance. Team training and process reporting were integral parts of this position. • Labeled and classified road signs in video footage. • Conducted quality checks on Road Signs Recognition system. • Ensured accuracy of annotated data on client platforms. • Facilitated training for new annotation team members.

2015 - 2019

Education

K

Kalaingar Karunanithi Institute of Technology

Master of Computer Applications, Computer Applications

Master of Computer Applications
2015 - 2015
K

Kalaingar Karunanithi Institute of Technology

Bachelor of Computer Applications, Computer Applications

Bachelor of Computer Applications
2013 - 2013

Work History

A

Apexon

Team lead

Coimbatore
2023 - 2025