Ammar A.

Key Skills

Software

Don't disclose

OneForma

Top Subject Matter

AI training data (voice recording)

AI training datasets and RLHF workflows

Prompt engineering for AI-assisted content/community workflows

Top Data Types

Audio

Text

Document

Top Task Types

Audio Recording

RLHF

Prompt + Response Writing (SFT)

Freelancer Overview

Team Lead / Offline Operations Manager — Freelance / Independent AI Training Operations (Nigeria). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose and OneForma. Education includes Bachelor of Science, ESPAM-Formation University (2018) and International Diploma, Informatics Kazaure (2015). AI-training focus includes data types such as Audio and Text and labeling workflows including Audio Recording, RLHF, and Prompt + Response Writing (SFT).

Labeling Experience

AI Training & Software Evaluation Specialist (Freelance) — OneForma, Gibwork, and others (Remote)

OneFormaTextRLHF

Performed AI training work including data labeling and RLHF tasks across multiple remote platforms. Executed software testing for UI/UX and feature functionality while working on AI-related datasets. Delivered concise feedback and bug reports to developer teams to improve user interface design and search capabilities. • Completed data labeling for AI training pipelines • Conducted RLHF-related annotation tasks • Performed UI/UX and feature functionality testing on products • Provided structured feedback and bug reports to developers

2026 - Present

Web3 Community Growth Leader & Prompt Specialist — Contract/Remote

Don't discloseTextPrompt + Response Writing (SFT)

Designed, tested, and optimized high-quality prompts for AI tools used in content creation and community management workflows. Supported AI-assisted processes that rely on structured prompt outputs for operational efficiency. Contributed to prompt iteration and workflow improvement to enhance consistency of generated content for community engagement. • Developed prompt sets for AI-driven content workflows • Tested and refined prompts to improve output quality • Supported community management automation using AI prompts • Optimized prompt-based workflows for engagement and network growth

2024 - Present

Team Lead / Offline Operations Manager — Freelance / Independent AI Training Operations (Nigeria)

Don't discloseAudioAudio Recording

Managed an offline AI training operations team responsible for data collection and quality-controlled processing. Trained annotators and micro-taskers on voice recording and task guidelines to meet strict platform requirements. Conducted internal QA to ensure completed AI tasks followed platform standards and produced high-quality outputs. • Coordinated offline team workflows for AI training data • Verified guideline compliance through internal QA checks • Onboarded team members on voice recording and related task procedures • Ensured consistent dataset quality for downstream AI training

2024 - Present

Education

Work History