Kabir H.

Key Skills

Software

No software listed

Top Subject Matter

Language understanding and AI training datasets

LLM response evaluation and training feedback

LLM evaluation

Top Data Types

Text

Document

Top Task Types

RLHF

Prompt + Response Writing (SFT)

Data Collection

Freelancer Overview

Data Annotation Specialist — AI Tera (Annotated/validated datasets for AI training). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, Business University of London (2020) and Bachelor of Science, University of Ibadan (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

AI Training Specialist — Outlier (AI model quality/safety evaluation)

TextPrompt + Response Writing (SFT)

Trained and evaluated AI model responses for quality, accuracy, safety, and relevance. Performed data annotation, response ranking, prompt assessment, and quality reviews. Followed detailed project guidelines to improve model performance and consistency. • Performed fact-checking and feedback analysis for model improvement. • Conducted quality assurance on annotated data and outputs. • Assessed responses for safety and relevance per rubric. • Supported AI model development via structured annotations and evaluations.

2026 - 2026

AI Training Specialist — Outlier (Evaluated and ranked AI model responses)

TextRLHF

Worked on AI model training and evaluation processes aligned to project guidelines. Performed response ranking and quality reviews to assess accuracy, relevance, factual correctness, and safety. Identified hallucinations, bias, and quality issues and provided detailed feedback to improve performance. • Ranked multiple model outputs using rubric-based criteria. • Conducted fact-checking and feedback analysis for quality improvement. • Applied prompt assessment and guideline-driven evaluation. • Supported iterative improvement of AI models through structured reviews.

2024 - 2025

Data Annotation Specialist — AI Tera (Annotated/validated datasets for AI training)

Text

Annotated and validated AI/machine-learning datasets to support training. Reviewed AI-generated content and provided corrective feedback to improve outputs. Performed language understanding, content evaluation, and data quality assurance according to project guidelines. • Ensured annotation accuracy and compliance with labeling rules. • Collaborated with project teams to maintain consistency across tasks. • Performed quality assurance checks on labeled data. • Focused on improving data quality for downstream model training.

2024 - 2024

AI Annotation Project — AI Tera (AI Tera annotation project)

TextData Collection

Labeled and validated text data for natural language processing workflows. Assisted with quality assurance reviews to ensure annotation consistency and guideline adherence. Validated training data against project requirements to improve dataset readiness for model development. • Annotated text datasets for ML/NLP tasks. • Performed quality assurance checks for consistency. • Validated training data using annotation guidelines. • Helped improve dataset quality for downstream AI training.

2024

Education

Work History