Sumit P.

Key Skills

Software

Remotasks

iMerit

Top Subject Matter

LiDAR 3D point cloud annotation quality control

RTNS program LiDAR and image annotation

LiDAR & computer vision annotation (panoptic segmentation, tracking)

Top Data Types

3D Sensor

Image

Text

Document

Top Task Types

Point/Key Point

Segmentation

Freelancer Overview

Remotasks - INQA (28/02/2023 – 25/08/2023). Professional background includes roles such as Safety Supervisor and Safety Supervisor. Core strengths include Remotasks and iMerit. Education includes Bachelor of Arts, Sambalpur University (2018) and Higher Secondary Certificate, W.B.C.H.S.E (2015). AI-training focus includes data types such as 3D Sensor and labeling workflows including Point, Key Point, and Segmentation.

Labeling Experience

iMerit Technology Services Pvt. Ltd — iTES (September 2023 - Present)

iMerit3D SensorSegmentation

Provided advanced LiDAR and image annotation services for enterprise computer vision projects at iMerit. Contributed to panoptic segmentation and object tracking data preparation for training and validation pipelines. Maintained high accuracy and met strict project deadlines through consistent annotation and review practices. • Panoptic segmentation labeling • Object tracking annotation workflows • Video annotation support to meet deliverables • LiDAR and image annotation across project tasks

2023 - Present

Remotasks - INQA (28/02/2023 – 25/08/2023)

Remotasks3D SensorPoint/Key Point

Performed INQA quality control for LiDAR 3D point cloud annotation work in the Remotasks INQA program. Supported consistency and accuracy checks for labeled outputs used in enterprise AI systems. Coordinated with team workflows to maintain high labeling quality while meeting operational expectations. • Quality review of LiDAR-based annotations • Verification of label correctness and adherence to guidelines • Team coordination for feedback and rework • Deadline-focused quality assurance

2023 - 2023

iMerit (RTNS Project) — Data Entry / Annotation Operator (23/04/2021 – 05/01/2023)

iMerit3D SensorPoint/Key Point

Worked as a Data Entry / Annotation Operator under the iMerit RTNS program, supporting LiDAR and image labeling tasks for AI system development. Produced and prepared annotations used for model training and operational evaluation. Followed project instructions to ensure labeled data quality for downstream computer vision workflows. • LiDAR annotation for 3D point cloud data • Image annotation for supervised learning datasets • Data entry and annotation processing under RTNS • Quality-focused adherence to labeling requirements

2021 - 2023

Education

Work History