Nasiru Khalid Shuaib

Key Skills

Software

Appen

Clickworker

Other

CVAT

Micro1

OneForma

Internal/Proprietary Tooling

Top Subject Matter

Business Analysis

Data Reporting

Large Language Models (LLMs)

Top Data Types

Audio

Image

Text

Document

Top Label Types

Classification

Data Collection

Prompt Response Writing SFT

Bounding Box

Segmentation

Entity Ner Classification

Text Summarization

RLHF

Fine Tuning

Red Teaming

Transcription

Freelancer Overview

Business Analyst & LLM Trainer (Independent Contractor). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Master of Science, WorldQuant University (2024). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT) and Classification.

Labeling Experience

Business Analyst & LLM Trainer (Independent Contractor)

TextPrompt Response Writing SFT

As an independent contractor for Turing, I train and evaluate large language models (LLMs). I perform prompt testing, ranking, and structured feedback on AI outputs to improve model performance and accuracy. I document and analyze LLM responses for clarity, business relevance, and alignment with desired outputs. • Review AI-generated content across data analysis and reporting tasks • Provide structured feedback and rank outputs for LLM improvement • Identify accuracy, clarity, and relevance issues in LLM responses • Assist in refining AI training datasets and developing evaluation guidelines

As an independent contractor for Turing, I train and evaluate large language models (LLMs). I perform prompt testing, ranking, and structured feedback on AI outputs to improve model performance and accuracy. I document and analyze LLM responses for clarity, business relevance, and alignment with desired outputs. • Review AI-generated content across data analysis and reporting tasks • Provide structured feedback and rank outputs for LLM improvement • Identify accuracy, clarity, and relevance issues in LLM responses • Assist in refining AI training datasets and developing evaluation guidelines

2024 - Present

Language Data Annotator & Quality Reviewer

OtherTextClassification

At Data Bee PTE Ltd, I conduct language data annotation, validation, and quality assurance for AI datasets. My responsibilities include labeling, reviewing, and ensuring high-quality natural language data for machine learning applications. I also help to enhance model accuracy through annotation best practices and detailed quality checks. • Annotate and classify natural language data for AI model training • Perform validation of labeled data to maintain dataset integrity • Conduct quality reviews and corrections on annotated datasets • Support improvement of data annotation and review procedures

At Data Bee PTE Ltd, I conduct language data annotation, validation, and quality assurance for AI datasets. My responsibilities include labeling, reviewing, and ensuring high-quality natural language data for machine learning applications. I also help to enhance model accuracy through annotation best practices and detailed quality checks. • Annotate and classify natural language data for AI model training • Perform validation of labeled data to maintain dataset integrity • Conduct quality reviews and corrections on annotated datasets • Support improvement of data annotation and review procedures

2023 - Present

3D Video Capture and Description of Everyday Objects

AppenVideoData Collection

To create a 3D video recording of a specified object, showcasing all visible surfaces for comprehensive visual documentation. A detailed description of the object’s physical characteristics will also be provided, enhancing data usability for training, visualization, or cataloging purposes.

To create a 3D video recording of a specified object, showcasing all visible surfaces for comprehensive visual documentation. A detailed description of the object’s physical characteristics will also be provided, enhancing data usability for training, visualization, or cataloging purposes.

2023

Education

Work History