Sayan Ghosal

AI Data Annotation Specialist | Robotics AI Evaluation | LIDAR & Computer Vision Annotation

Kolkata, IN.

About

Highly skilled AI Data Annotation Specialist with over 4 years of experience, expertly contributing to the development of autonomous vehicle and robotics AI systems. Proven ability in LiDAR 3D, Computer Vision, and Video Annotation, consistently achieving 98%+ accuracy in delivering high-quality, validated datasets. Adept at AI model evaluation, quality review, and identifying performance issues to ensure robust machine learning model improvement.

Work

Awign

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AI Video Annotator (Robotics AI Evaluation)

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Summary

Evaluated AI-powered household robot task execution videos to assess performance, identify errors, and generate high-quality data for model improvement.

Highlights

Systematically evaluated AI-powered household robot task execution videos, rigorously assessing task completion accuracy and overall performance to identify critical areas for model enhancement.

Identified and precisely documented behavioral errors, task failures, and execution inconsistencies in robot interactions within complex real-world environments.

Categorized and annotated complex robot performance issues, generating high-quality data crucial for model training, validation, and iterative improvement cycles.

Quantified robot task success rates by meticulously applying predefined evaluation guidelines and quality metrics, ensuring objective performance assessment.

Delivered detailed, structured feedback on robot decision-making, object handling, navigation, and task execution quality, directly influencing development priorities.

Maintained consistent 98%+ annotation accuracy and data consistency across large volumes of robotics and AI-generated video data, ensuring integrity for critical model development.

Imerit Technology Services Pvt. Ltd.

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Data Annotator (LIDAR / 3D / Computer Vision)

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Summary

Delivered high-quality LiDAR and image annotations for autonomous vehicle datasets, ensuring data reliability and contributing to model development.

Highlights

Delivered high-quality LiDAR and image annotations for autonomous vehicle datasets, consistently achieving 98%+ accuracy across large-scale projects and enhancing data reliability.

Annotated complex 3D point cloud data using advanced techniques (cuboids, bounding boxes, polygons, polylines) to enable precise object detection and comprehensive scene understanding for AV systems.

Executed precise lane marking, drivable area segmentation, and object labeling, directly contributing to the development and refinement of autonomous driving models.

Conducted rigorous Quality Check (QC) reviews, identifying and rectifying annotation errors to improve dataset consistency and overall data quality.

Consistently exceeded productivity targets by annotating over 500 frames per day while rigorously maintaining high quality standards for critical datasets.

Collaborated with cross-functional teams to optimize annotation workflows, resulting in improved project delivery efficiency and adherence to timelines.

Dulichand Motors Pvt Ltd

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Back Office Executive

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Summary

Streamlined vehicle loan coordination and managed comprehensive back-office operations, ensuring administrative efficiency and accurate record-keeping.

Highlights

Streamlined vehicle loan coordination processes, reducing administrative bottlenecks and improving customer service efficiency.

Managed comprehensive Back Office Operations, encompassing various administrative tasks to ensure smooth daily functioning.

Maintained accurate and organized records for all transactions and operational activities, ensuring data integrity and compliance.

Binayak Automobiles and Infrastructure

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Back Office Executive

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Summary

Managed end-to-end insurance, sales tracking, and vehicle registration processes, ensuring compliance and smooth customer transactions.

Highlights

Managed end-to-end vehicle insurance processes, ensuring timely renewals and accurate policy documentation for clients.

Implemented effective sales tracking mechanisms, providing clear insights into sales performance and contributing to target achievement.

Oversaw all vehicle registration processes, ensuring compliance with regulatory requirements and efficient delivery to customers.

Education

Netaji Subhash Open University

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Bachelor of Arts (BA) Arts

Mathurapur Arya Vidyapith HS

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Higher Secondary Higher Secondary

Ballavpur Mohini Mohan High School

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Secondary Secondary

Languages

English

Bengali

Hindi

Skills

AI/ML Data Annotation

LiDAR 3D Annotation, Point Cloud Annotation, Computer Vision Data Annotation, Video Annotation, Object Detection, Image Annotation, Lane Marking & Drivable Area Segmentation, 3D Cuboids, Bounding Box, Polygon Annotation, Polyline Annotation, Large-scale Data Handling, Dataset Validation, Error Reduction.

AI Model Evaluation

AI Model Evaluation, Robotics AI Evaluation, Quality Control (QC), Data Review.

Tools & Software

Scale AI (LiDAR & Image Annotation), iMerit Annotation Tool, Client Proprietary Annotation Tools, Google Sheets (Data Tracking & QC Reporting), Microsoft Excel, Microsoft Word, Canva (Basic Design and Documentation Support).

Projects

Robotics AI Video Evaluation Project

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Summary

Evaluated AI-powered household robot task execution videos to identify performance gaps and validate task completion.

Autonomous Vehicle LiDAR Annotation Project

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Summary

Led large-scale LiDAR and image dataset annotation for autonomous vehicle model training, focusing on object detection, lane marking, and drivable area segmentation.

3D Point Cloud Annotation

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Summary

Executed detailed annotation of 3D LiDAR data using advanced cuboids and segmentation techniques.