Manav H.

Key Skills

Software

Other

Top Subject Matter

Conversational AI response quality and evaluation (LLM outputs)

Top Data Types

Text

Top Task Types

Text Summarization

Question Answering

Evaluation/Rating

Data Collection

Text Generation

Freelancer Overview

LLM response evaluation and rewriting practice (student practice). Core strengths include Other. Education includes Bachelor of Science, N/A (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

LLM response evaluation and rewriting practice (student practice)

OtherText

You evaluated and refined AI-style responses to improve clarity, engagement, and conversational naturalness. You assessed outputs for tonal consistency, pacing, and unnatural phrasing, then iterated toward a smoother conversational flow. You focused on aligning responses with real-world user expectations while maintaining accuracy and context awareness. • Evaluated AI response quality for clarity and engagement • Identified tone, pacing, and phrasing issues in generated content • Rewrote responses to be more human-like and context-aware • Studied online communication patterns to guide evaluation criteria

2024 - Present

Education

Work History