Amit V.

Key Skills

Software

Roboflow

Top Subject Matter

Educational study content (quiz/study materials)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Video

Top Task Types

Bounding Box

Polygon

Segmentation

Classification

Point/Key Point

Cuboid

Object Detection

Text Generation

Text Summarization

Transcription

Data Collection

Freelancer Overview

Metadata Contributor. Brings 23+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Quizlet.com. Education includes Post Diploma in Electronics and Communication Engineering, A. V. Parekh Technical Institute (T.E.B) (2003) and Secondary School Education (Class 10), H & D Parekh High School (G.S.E.B) (1996). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Metadata Contributor

Text

Contributed as a metadata contributor on Quizlet, involving reviewing and adding structured metadata associated with study content. Performed organization and quality-related checks to support the usability of quiz/study materials. Work likely included tagging, categorization, and consistency verification of text-based learning resources. • Reviewed and enriched metadata for existing study content • Assisted with classification and organizational updates • Checked formatting/consistency of text study materials • Supported data quality for downstream learning experiences

2017 - 2022

Education

Work History