Madhujya

Key Skills

Software

Other

Micro1

Don't disclose

Top Subject Matter

AI model training and structured data review

Structured data logging and review for retail operations

Top Data Types

Text

Document

Video

Top Task Types

Prompt + Response Writing (SFT)

Data Collection

Freelancer Overview

AI Model Trainer & Data Annotator (Independent Practice / Freelance). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Business Administration, Dispur College (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

AI Model Trainer & Data Annotator (Independent Practice / Freelance)

Don't discloseText

Performed structured AI model review by evaluating AI-generated outputs for factual accuracy, logical coherence, and instruction-following quality. Annotated responses with evidence-based reasoning, clearly distinguishing observable facts from assumptions during the assessment process. Maintained consistency across repeated review cycles to support reliable model evaluation and training quality. • Reviewed and evaluated AI-generated responses for quality dimensions • Wrote evidence-based justifications for each annotation decision • Ensured separation of facts vs. assumptions in outputs • Applied structured review workflows to support AI training

2022 - Present

Store Manager — Structured Data Review via Excel Logs

OtherTextPrompt + Response Writing (SFT)

Maintained structured Excel-based logs for retail inventory and billing while applying consistent data frameworks for tracking and verification. Produced and organized structured records to mirror the rigor used in annotation and data review workflows. Documented operational data reliably to support accurate reporting and downstream review. • Managed structured inventory and billing logs • Tracked and verified data using consistent frameworks • Maintained documentation habits for process-driven tasks • Supported accurate reporting through organized record keeping

2025 - 2026

Education

Work History