Vinayak Singh B.

Key Skills

Software

Don't disclose

Top Subject Matter

Hindi-English linguistic localization

content evaluation

and dataset verification

Top Data Types

Text

Document

Top Task Types

Transcription

Text Generation

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance Content Evaluator & Translator (Self-Employed). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. AI-training focus includes data types such as Text and labeling workflows including Translation, Localization, and Evaluation.

Labeling Experience

AI Prompt and Response Tester (Freelance) - Freelance Projects

Text

Tested and evaluated AI-generated Hindi outputs by experimenting with multiple LLM models and comparing results against expected language quality. Identified biases, factual inaccuracies, and unnatural phrasing patterns in generated responses. Designed structured prompts in Hindi and English to elicit precise, context-aware outputs while applying strong linguistic judgment. • Evaluated Hindi language generation quality across different AI model outputs • Flagged bias, inaccuracies, and unnatural language patterns • Crafted prompt templates in Hindi and English for better context adherence • Reviewed outputs to support improvements in response quality and alignment

2025 - Present

AI Prompt & Response Tester (Personal/Freelance Projects)

Don't discloseText

Tested multiple LLMs for Hindi generation quality by examining outputs for correctness and language naturalness. Identified biases, factual inaccuracies, and unnatural linguistic patterns in AI-generated Hindi responses. Designed structured prompts in Hindi and English to elicit precise, context-aware responses suitable for evaluation and training improvements. • Conducted response testing across different Hindi-capable LLMs • Performed quality evaluation for bias, factuality, and fluency • Wrote structured Hindi/English prompts for context-aware output • Logged issues to support iterative prompt and response refinement

2025 - Present

Freelance Content Evaluator & Translator (Self-Employed)

Don't discloseText

Translated and localized English content into natural, grammatically correct Hindi while preserving cultural context and intent. Reviewed and proofread Hindi texts to remove grammar, syntax, and phrasing issues for guideline-compliant quality. Analyzed web content and text datasets for accuracy, quality, and compliance with task requirements and evaluation criteria. • Localized English→Hindi content with attention to cultural nuance • Performed proofreading and editing to meet grammatical and style standards • Evaluated text datasets/web content against accuracy and compliance guidelines • Ensured high-quality training-ready outputs for AI alignment workflows

2024 - Present

Education

Work History