Shivu User

I’m a B.Tech Information Technology student with a strong interest in AI evaluation and quality assessment. I focus on reviewing AI-generated outputs for clarity, accuracy, tone, and whether the response follows instructions.

I’ve independently built and tested AI prompt systems through personal projects, using side-by-side comparisons to determine which responses were most accurate, well-reasoned, and clearly written. I also document findings with structured written feedback to make improvements actionable.

Detail-first, I identify recurring failure patterns such as over-hedging, generic phrasing, and inconsistent tone. Then I iteratively refine prompts based on output quality, testing variations to improve response accuracy and consistency.

I’m also developing my communication skills through LinkedIn Content creation, building reusable writing frameworks for hooks, narratives, and CTAs. I bring that same clarity and critical reading mindset into prompt evaluation and quality-focused work.