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Muhammad Roshaan Iftikhar

Muhammad Roshaan Iftikhar

AI Data Annotation & Labelling

PAKISTAN flag
Lahore, Pakistan
$10.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Natural Language Processing (NLP)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Classification
Prompt Response Writing SFT
Data Collection

Freelancer Overview

AI Data Annotation & Labelling (Self Practice / Freelance Style). Core strengths include Other. Education includes Bachelor of Commerce, N/A (2022). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

IntermediateUrduArabicEnglish

Labeling Experience

AI Data Annotation & Labelling

OtherTextClassification
As an AI Data Annotation & Labelling Specialist, I annotated and labelled large volumes of text data to create high-quality datasets for machine learning. My work included sentiment analysis, intent classification, and entity tagging with strict adherence to detailed annotation guidelines. I ensured consistently accurate labels to support the effective training of AI models. • Annotated text datasets for various NLP tasks • Performed sentiment analysis and intent classification • Conducted entity tagging with high consistency • Followed strict annotation guidelines for quality

As an AI Data Annotation & Labelling Specialist, I annotated and labelled large volumes of text data to create high-quality datasets for machine learning. My work included sentiment analysis, intent classification, and entity tagging with strict adherence to detailed annotation guidelines. I ensured consistently accurate labels to support the effective training of AI models. • Annotated text datasets for various NLP tasks • Performed sentiment analysis and intent classification • Conducted entity tagging with high consistency • Followed strict annotation guidelines for quality

2023 - Present

Python for Data Handling

OtherTextData Collection
As part of data handling for AI training, I cleaned, structured, and organized textual datasets using Python and spreadsheets. I performed basic data analysis for pattern discovery and ensured the datasets were ready for machine learning pipelines. This experience contributed to high-quality input data for AI model development. • Cleaned textual data using Python (Pandas) • Organized large datasets in spreadsheets • Conducted simple data analytics for quality control • Prepared data for efficient AI model training

As part of data handling for AI training, I cleaned, structured, and organized textual datasets using Python and spreadsheets. I performed basic data analysis for pattern discovery and ensured the datasets were ready for machine learning pipelines. This experience contributed to high-quality input data for AI model development. • Cleaned textual data using Python (Pandas) • Organized large datasets in spreadsheets • Conducted simple data analytics for quality control • Prepared data for efficient AI model training

Present

NLP & Prompt Understanding Practice

OtherTextPrompt Response Writing SFT
Through NLP and prompt understanding tasks, I improved AI’s ability to interpret and respond to user queries. I practised prompt-response writing and intent detection to enhance AI clarity and category mapping. The focus was on optimizing human-AI interaction through effective prompt engineering. • Designed and analyzed prompt-response pairs • Completed intent detection and classification tasks • Mapped queries to target categories • Enhanced prompt clarity for better AI understanding

Through NLP and prompt understanding tasks, I improved AI’s ability to interpret and respond to user queries. I practised prompt-response writing and intent detection to enhance AI clarity and category mapping. The focus was on optimizing human-AI interaction through effective prompt engineering. • Designed and analyzed prompt-response pairs • Completed intent detection and classification tasks • Mapped queries to target categories • Enhanced prompt clarity for better AI understanding

Present

AI Response Evaluation & Rating

OtherText
In my AI Response Evaluation & Rating work, I critically assessed AI-generated responses for correctness, safety, and relevance. I compared multiple outputs, selected the best results, and flagged any low-quality or harmful content. This role contributed to refining AI model behavior for safer and more accurate outputs. • Evaluated AI responses for quality and relevance • Selected optimal outputs from multiple model generations • Flagged inappropriate or unsafe responses • Enhanced AI behavior consistency

In my AI Response Evaluation & Rating work, I critically assessed AI-generated responses for correctness, safety, and relevance. I compared multiple outputs, selected the best results, and flagged any low-quality or harmful content. This role contributed to refining AI model behavior for safer and more accurate outputs. • Evaluated AI responses for quality and relevance • Selected optimal outputs from multiple model generations • Flagged inappropriate or unsafe responses • Enhanced AI behavior consistency

Present

Education

V

Virtual University

Certification, Data Analytics and Business Intelligence

Certification
2026 - 2026
V

Virtual University

Certification, • Artificial Intelligence

Certification
2026 - 2026

Work History

A

Akademos

WordPress web development

Lahore
2023 - Present
A

Argos Multilingual

Data Analysis

Colorado
2024 - 2024