Amit Manvi
@amitmanvi
I annotate 2D, NLP, and 3D point cloud data for computer vision and AI models.
IndiaWhat I'm looking for
I support AI and computer vision training at Sidtronics and the Center of Excellence in Visual Intelligence, annotating warehouse 3D point clouds, 2D images, and NLP datasets. My work includes 20+ warehouse object categories, segmentation masks, bounding boxes, entity tags, and multilingual QA.
I've delivered 90–95% accuracy against ground truth using CVAT, Label Studio, Mindkosh AI, and Atlas. Earlier, at E-ARTKEY Innovation, I built a PySimpleGUI tool and used Python and OpenCV for PCB image measurement and annotation workflows.
Experience
Work history, roles, and key accomplishments
3D Point Cloud Annotator
Sidtronics
Feb 2026 - Present (8 months)
Classify 20+ object categories in 3D point cloud warehouse datasets using Mindkosh AI, supporting autonomous navigation and warehouse automation AI models. Deliver consistent, guideline-compliant annotations independently in a remote freelance capacity.
Data Annotator
Center of Excellence in Visual Intelligence
Jan 2025 - Present (1 year 9 months)
Executed multi-domain 2D image annotation including polygon-based sun segmentation, bounding-box tagging, and fashion apparel labeling using CVAT and Label Studio, consistently delivering 90-95% accuracy. Generated natural-language-grounded segmentation annotations and built structured NLP datasets for intent detection and entity tagging.
Image Processing and Analysis Intern
E-ARTKEY Innovation PVT LTD
Jan 2022 - May 2022 (4 months)
Analyzed source code and image-processing workflows to identify and resolve data accuracy issues. Built a custom GUI using PySimpleGUI for image annotation and object measurement, applying OpenCV and Python to detect and validate objects in PCB assembly images.
Education
Degrees, certifications, and relevant coursework
Amazon Web Services Training and Certification
AWS Educate Introduction to Cloud Computing 101, Cloud Computing
Completed AWS Educate Introduction to Cloud Computing 101 in May 2024.
Besant Technologies
Cloud Computing using Linux, Amazon Web Services, DevOps, Cloud Computing
Completed Cloud Computing using Linux, Amazon Web Services, DevOps in June 2023.
KLE Technological University
Bachelor of Engineering, Computer Science and Engineering
Bachelor of Engineering in Computer Science and Engineering from KLE Technological University.
Vishwaniketan Institute of Management Entrepreneurship and Engineering Technology (ViMEET)
National Level Project Competition, Project Competition
Participated in National Level Project Competition in May 2021.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Social media
Skills
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