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G
Ganesh Bendi

Ganesh Bendi

AI Data Annotator | LLM Evaluator | Prompt & Output Validation

India flagBangalore, India
$6.00/hrEntry LevelOtherAppenLabelbox

Key Skills

Software

Other
AppenAppen
LabelboxLabelbox
MercorMercor
Micro1
MindriftMindrift
TolokaToloka

Top Subject Matter

Generative AI
Large Language Models
AI Output Evaluation

Top Data Types

TextText
DocumentDocument
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Top Task Types

ClassificationClassification
RLHFRLHF
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating

Freelancer Overview

I am an AI Quality Analyst with hands-on experience in evaluating and improving AI/LLM outputs through structured data annotation and validation processes. As a freelance LLM Evaluator at Outlier, I worked on assessing model responses for accuracy, relevance, safety, and instruction adherence using RLHF-based guidelines. I also designed evaluation scenarios similar to test cases, identified inconsistencies, and improved output quality through prompt testing and refinement. In addition, I have experience working with APIs, workflow automation, and data validation during my internship at Zopping, where I ensured accuracy in end-to-end systems and handled structured data flows. I am skilled in text-based annotation, evaluation, and rating tasks, with a strong attention to detail and a quality-focused mindset. I hold a Bachelor of Technology in Computer Science (2024) and am comfortable working with Python, SQL, and AI evaluation tools.

Entry LevelEnglishTelugu

Labeling Experience

AI Quality Analyst/LLM Evaluator (Freelance, Outlier)

OtherText
As an AI Quality Analyst and LLM Evaluator (Freelance) at Outlier, I evaluated outputs generated by large language models and generative AI systems. I assessed the relevance, accuracy, and safety of AI-generated text and Python code to ensure compliance with business and user requirements. I utilized structured evaluation frameworks such as RLHF to support continuous improvement in AI performance. • Evaluated LLM and generative AI system outputs for accuracy, safety, and instruction adherence. • Designed and refined prompts to identify gaps and inconsistencies in AI responses. • Performed prompt testing and optimization to improve AI response quality. • Assessed AI-generated Python code for logic and quality risks.

As an AI Quality Analyst and LLM Evaluator (Freelance) at Outlier, I evaluated outputs generated by large language models and generative AI systems. I assessed the relevance, accuracy, and safety of AI-generated text and Python code to ensure compliance with business and user requirements. I utilized structured evaluation frameworks such as RLHF to support continuous improvement in AI performance. • Evaluated LLM and generative AI system outputs for accuracy, safety, and instruction adherence. • Designed and refined prompts to identify gaps and inconsistencies in AI responses. • Performed prompt testing and optimization to improve AI response quality. • Assessed AI-generated Python code for logic and quality risks.

2024 - 2025

Education

R

Raghu Engineering College

Bachelor of Technology, Computer Science with Cyber Security Specialization

Bachelor of Technology
2020 - 2024

Work History

C

Communities Heritage Limited

Implementation Executive

Bengaluru
2026 - Present
Z

Zopping Technology Pvt Ltd

Junior Support Executive Intern

Bangalore
2025 - 2025