Ibrahim K.

Key Skills

Software

Other

Top Subject Matter

Conversational AI quality evaluation

Rlhf Domain Expertise

safety guideline auditing

Top Data Types

Text

Document

Top Task Types

RLHF

Freelancer Overview

Senior AI Data Trainer & Technical Contractor (Prolific). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Prolific, Other, and Internal. Education includes Bachelor of Commerce, Kenyatta University (2023). AI-training focus includes data types such as Text and Document and labeling workflows including RLHF, Translation, and Localization.

Labeling Experience

Accounting and Finance Consultant (AI training-adjacent structured data documentation and auditing)

Document

Coordinated end-to-end data capture and organized complex operational and financial metrics datasets for structured use. Authored technical safety reports and procedural guidelines, translating observed operational details into actionable documentation. Audited project metrics to prevent anomalies in dataset modeling against international compliance frameworks. • Structured data architectures and documentation metrics • Conducted compliance-focused guideline auditing • Produced case summaries and procedural documentation • Verified logic and reduced anomalies in dataset modeling

2023 - Present

Senior AI Data Trainer & Technical Contractor (Prolific)

TextRLHF

Evaluated conversational AI multi-turn outputs against logical constraints, safety thresholds, and factual clarity metrics. Performed RLHF-style human feedback to minimize hallucinations in text generation models. • Checked responses for safety and guideline compliance • Debugged domain-specific technical prose and reasoning outputs • Scored/validated factual clarity and consistency • Provided feedback loops to improve generation quality

2022 - Present

Linguistic Data Architect & Virtual Assistant (Global Crowdsourcing Networks)

OtherText

Managed multi-modal annotation workflows including synchronized closed-captions and language data mapping for global verification platforms. Conducted rigorous quality auditing on localized text datasets while performing remote administrative support tasks. • Synchronized captions with corresponding media segments • Ensured formatting integrity for localized language data • Supported language mapping for verification pipelines • Audited dataset quality before delivery

2021 - 2022

Education

Work History