Arslan Mahmood Khan

Key Skills

Software

Appen

Remotasks

Top Subject Matter

AI Model Training and Natural Language Processing

AI Model Evaluation and Multi-Modal Data Annotation

Ai Designing

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Bounding Box

Object Detection

Segmentation

Point Key Point

Text Summarization

Fine Tuning

Data Collection

Freelancer Overview

Independent Contractor, Appen. Core strengths include Appen and Remotasks. Education includes Secondary School Certificate, Laboratory Higher Secondary School (2014) and Higher Secondary School Certificate, KIPS College (2016). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Task Reviewer, Remotasks

RemotasksTextClassification

My responsibilities included reviewing and annotating diverse tasks such as text highlighting, image annotation, and transcription. I assisted in training AI models to properly categorize and interpret complex datasets, focusing on accuracy and clarity. Along with providing detailed evaluations, I tracked and documented areas requiring improvement in AI responses. • Conducted task reviews in text classification, image annotation, and transcription. • Facilitated accurate dataset interpretation by AI systems. • Assessed model responses and documented feedback for ongoing improvement. • Maintained detailed records to support enhanced model training.

My responsibilities included reviewing and annotating diverse tasks such as text highlighting, image annotation, and transcription. I assisted in training AI models to properly categorize and interpret complex datasets, focusing on accuracy and clarity. Along with providing detailed evaluations, I tracked and documented areas requiring improvement in AI responses. • Conducted task reviews in text classification, image annotation, and transcription. • Facilitated accurate dataset interpretation by AI systems. • Assessed model responses and documented feedback for ongoing improvement. • Maintained detailed records to support enhanced model training.

2023 - 2024

Independent Contractor, Appen

AppenText

In this role, I contributed to the training of AI models by performing detailed text annotation, transcription, and linguistic analysis. I evaluated AI-generated content to ensure its accuracy and relevance, delivering constructive feedback to improve AI model performance. I played a key part in refining AI systems for more accurate and effective language interpretation. • Conducted high-quality text annotation and linguistic evaluations. • Evaluated AI outputs for conversational and factual accuracy. • Provided regular feedback on model behavior and weaknesses. • Collaborated with engineering teams to enhance AI natural language capabilities.

In this role, I contributed to the training of AI models by performing detailed text annotation, transcription, and linguistic analysis. I evaluated AI-generated content to ensure its accuracy and relevance, delivering constructive feedback to improve AI model performance. I played a key part in refining AI systems for more accurate and effective language interpretation. • Conducted high-quality text annotation and linguistic evaluations. • Evaluated AI outputs for conversational and factual accuracy. • Provided regular feedback on model behavior and weaknesses. • Collaborated with engineering teams to enhance AI natural language capabilities.

2023 - 2024

Education

Work History