Vaishnava Kumar

Key Skills

Software

OneForma

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

RLHF

Freelancer Overview

With over four years of experience developing and reviewing math content for online learning platforms, I have a strong foundation in structuring complex quantitative data into clear, accurate solutions. My background includes creating standardized test materials, generating question banks, and aligning content with educational standards—all of which required high attention to detail, consistency, and rigorous quality control similar to data labeling and annotation tasks. I am proficient with tools like LaTeX, MS Excel, and Google Suite, and have basic experience with Python for data handling. My commitment to accuracy, clarity, and deadline-driven delivery makes me well-suited for roles involving AI training data, where precise annotation and structured problem-solving are essential.

Labeling Experience

Content Developer

OneformaTextRLHF

Contributed to structured mathematical content development and evaluation projects for standardized assessments including SAT and ACT. Responsibilities included generating step-by-step solutions, validating logical accuracy, classifying problem difficulty levels, and aligning content with curriculum standards. Organized large question banks using spreadsheets, ensured consistency in formatting through LaTeX, and performed detailed quality reviews to eliminate logical and computational errors. Maintained high accuracy standards under deadline-driven conditions while structuring quantitative data into clear, consistent solution formats suitable for digital learning platforms.

Contributed to structured mathematical content development and evaluation projects for standardized assessments including SAT and ACT. Responsibilities included generating step-by-step solutions, validating logical accuracy, classifying problem difficulty levels, and aligning content with curriculum standards. Organized large question banks using spreadsheets, ensured consistency in formatting through LaTeX, and performed detailed quality reviews to eliminate logical and computational errors. Maintained high accuracy standards under deadline-driven conditions while structuring quantitative data into clear, consistent solution formats suitable for digital learning platforms.

2020 - 2025

Education

Work History