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Akpata Alexander

Self-Directed AI Training Practice

Nigeria flagN/A, Nigeria
$13.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Language models/Natural language processing
Natural language processing/Prompt engineering
Content moderation/Text categorization

Top Data Types

TextText
DocumentDocument

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Self-Directed AI Training Practice. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Laws, N/A (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Entry LevelEnglish

Labeling Experience

Freelance/Remote Task-Based Data Annotation

OtherText
I carried out freelance remote work focusing on text review, categorization, and rewriting tasks. The main goal was to assess, refine, and ensure clarity and accuracy in written content using structured guidelines. I paid close attention to detail and maintained quality across repetitive data tasks. • Conducted online tasks involving detailed textual review • Categorized and annotated text according to project instructions • Improved readability and consistency in written materials • Followed explicit client or project guidelines for each task.

I carried out freelance remote work focusing on text review, categorization, and rewriting tasks. The main goal was to assess, refine, and ensure clarity and accuracy in written content using structured guidelines. I paid close attention to detail and maintained quality across repetitive data tasks. • Conducted online tasks involving detailed textual review • Categorized and annotated text according to project instructions • Improved readability and consistency in written materials • Followed explicit client or project guidelines for each task.

2023 - Present

Self-Directed AI Training Practice

OtherText
As part of a self-directed AI training practice, I evaluated AI-generated responses for quality, relevance, and tone. I rewrote outputs to enhance their naturalness and selected the best responses based on set criteria. This practice centered around language model evaluation similar to RLHF methods. • Conducted hands-on evaluation of text responses using detailed guidelines • Identified typical AI errors such as hallucinations and repetition • Enhanced content clarity and context awareness through rewriting • Learned to compare and rate outputs by comprehensiveness and appropriateness.

As part of a self-directed AI training practice, I evaluated AI-generated responses for quality, relevance, and tone. I rewrote outputs to enhance their naturalness and selected the best responses based on set criteria. This practice centered around language model evaluation similar to RLHF methods. • Conducted hands-on evaluation of text responses using detailed guidelines • Identified typical AI errors such as hallucinations and repetition • Enhanced content clarity and context awareness through rewriting • Learned to compare and rate outputs by comprehensiveness and appropriateness.

2023 - Present

Online AI Training & Data Annotation Courses (Udemy)

OtherTextPrompt Response Writing SFT
Through course-based online learning, I studied prompt engineering, data annotation, and feedback-driven AI training. I applied practical exercises involving supervised training and guidance of language models. This experience improved my skills in prompt creation and annotation for text-based AI tasks. • Practiced crafting prompts and annotating language data • Completed modules on data annotation and training workflows • Learned to differentiate between supervised and unsupervised tasks • Developed understanding of model feedback loops for improvement.

Through course-based online learning, I studied prompt engineering, data annotation, and feedback-driven AI training. I applied practical exercises involving supervised training and guidance of language models. This experience improved my skills in prompt creation and annotation for text-based AI tasks. • Practiced crafting prompts and annotating language data • Completed modules on data annotation and training workflows • Learned to differentiate between supervised and unsupervised tasks • Developed understanding of model feedback loops for improvement.

2023 - 2023

Education

N

N/A

Bachelor of Laws, Law

Bachelor of Laws
2023 - 2023

Work History

F

Freelance

Freelance Content Reviewer

N/A
2023 - Present