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Shivam Tiwari

Shivam Tiwari

QA Analyst - AI Evaluation

INDIA flag
Deoria, India
$5.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText
VideoVideo

Top Label Types

Classification
Data Collection
Evaluation Rating
Prompt Response Writing SFT
Text Generation

Freelancer Overview

I am an analytical and detail-oriented professional with hands-on experience in data annotation, AI output review, and quality assurance for AI training data. My background includes reviewing structured tasks, validating labeled content, and ensuring output accuracy and consistency against defined guidelines. I am skilled at spotting ambiguities, missing assumptions, and logical gaps, and I excel at documenting findings with clear, professional English. My work spans AI data annotation and QA projects, where I have delivered structured feedback and improved dataset quality by identifying edge cases and flagging inconsistencies. I am comfortable working with structured data formats like JSON and YAML, and I use tools such as MS Excel, Google Sheets, and documentation platforms to support my workflow. My technical foundation in computer science and my strong critical thinking abilities enable me to contribute effectively to AI evaluation, prompt-response checking, and logic-based scenario analysis.

IntermediateEnglishBhojpuriHindi

Labeling Experience

AI Data Annotation & QA Contributor

Internal Proprietary ToolingTextClassificationText Generation
The role involved text annotation and response evaluation for AI training projects. Labeled datasets followed strict taxonomy and formatting rules, enhancing model training accuracy. Regular quality audits were conducted to ensure guideline adherence and consistency. Collaborative efforts aimed to address edge cases and improve decision rules for label clarity. • Worked on multiple AI training projects involving data labeling, QA checks, and guideline-based evaluation. • Labeled datasets by following strict taxonomy and formatting rules for model training. • Reviewed AI-generated answers for correctness, completeness, and reasoning consistency. • Classified user queries by intent and topic relevance to improve model routing.

The role involved text annotation and response evaluation for AI training projects. Labeled datasets followed strict taxonomy and formatting rules, enhancing model training accuracy. Regular quality audits were conducted to ensure guideline adherence and consistency. Collaborative efforts aimed to address edge cases and improve decision rules for label clarity. • Worked on multiple AI training projects involving data labeling, QA checks, and guideline-based evaluation. • Labeled datasets by following strict taxonomy and formatting rules for model training. • Reviewed AI-generated answers for correctness, completeness, and reasoning consistency. • Classified user queries by intent and topic relevance to improve model routing.

2023

Education

A

A.P.J Abdul Kalam University

Bachelor of Technology, Computer Science Engineering

Bachelor of Technology
2020 - 2023
G

Gov. Polytechnic Deoria

Diploma, Electrical Engineering

Diploma
2017 - 2020

Work History

R

RWS

AI TRAIN

Gurugram
2025 - Present
G

GlobalLogic

Associate Analyst

Lucknow
2023 - Present