Md Khan

Key Skills

Software

CVAT

OneForma

Scale AI

Toloka

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Video

Top Label Types

Bounding Box

Text Summarization

RLHF

Evaluation Rating

Audio Recording

Freelancer Overview

I am passionate about ensuring the highest quality in AI and machine learning projects through precise data annotation, labeling, and quality assurance. My experience as an AI Trainer at Outlier.ai has given me hands-on expertise in annotating and refining AI-generated text data, reviewing model outputs for accuracy and coherence, and providing actionable feedback to improve model performance. I am skilled in using tools like NumPy, Pandas, Matplotlib, and SQL for data analysis and validation, and I apply strong attention to detail and analytical thinking in every task. My project work spans predictive modeling, cloud data security, and business data analysis, demonstrating my ability to collaborate effectively and solve complex problems in diverse domains. I am eager to contribute my data labeling and AI training knowledge to help build reliable, high-performing AI systems.

Labeling Experience

AI TRAINER

Scale AITextBounding BoxText Summarization

Annotated and labeled AI-generated text data to enhance model accuracy and contextual understanding. • Reviewed, rated, and refined AI outputs for clarity, factual accuracy, and coherence. • Conducted quality assurance checks to ensure data precision and consistency. • Provided feedback that guided improvements in AI model behavior and performance

Annotated and labeled AI-generated text data to enhance model accuracy and contextual understanding. • Reviewed, rated, and refined AI outputs for clarity, factual accuracy, and coherence. • Conducted quality assurance checks to ensure data precision and consistency. • Provided feedback that guided improvements in AI model behavior and performance

2024 - 2025

Education

Work History