Jegadeesh B G

About Jegadeesh B G

As a APM for a data annotation tasks(ADAS/AD), responsibility for execution, scope, cost…

Experience

1. Lead Engineer

   Bosch Global Software Technologies

   Apr 2013 — Present · Coimbatore, IN

   Seasoned Data Labeling Specialist: A decade of proven expertise in managing and optimizing data labeling operations. Skilled in delivering high-quality annotated datasets to support AI and machine learning initiatives across diverse industries.• Lead a team of data annotators and QC team in various projects, ensuring high-quality and consistent annotations for machine learning models.• Directed and managed many team of data annotators and QC team, ensuring consistent quality and adherence to project timelines.• Developed and optimized annotation guidelines and training programs, improving overall team efficiency by 20% on every mile stone delivery.• Implemented efficient labeling workflows and quality assurance processes, resulting in metric improvements.• Collaborated with developers to understand project requirements and provided annotated data for model training and evaluation.• Collaborated closely with AI/ML enhancement teams to understand labeling requirements and optimize dataset annotations for model training.• Developed and standardized labeling guidelines and best practices to maintain data integrity and accuracy.• Conducted regular quality checks and feedback sessions, reducing annotation errors by 15%.• Led the implementation of new labeling tools and technologies to enhance productivity and scalability.• Managed client relationships and collaborated on project specifications and deliverables.• Trained and mentored junior annotators on labeling techniques and quality standards.• Conducted regular audits and reviews to ensure compliance with data privacy regulations and industry standards.• Managed large-scale annotation projects, including image segmentation, object detection, and Lidar labeling. • Define annotation requirements, select annotation tools, Data processing, Annotation process, Iterative refinement, Data set integration, Version control and Post annotation evaluation.

Education

• Madurai Kamaraj University

  Bachelor of Science - BS, Mathematics and Computer Science