Ayeni B.

Key Skills

Software

Don't disclose

Top Subject Matter

Foundational model training data validation and evaluation

AI content

Alignment Domain Expertise

Top Data Types

Text

Document

Top Task Types

Text Generation

Freelancer Overview

Senior AI Training Consultant & Data Specialist (Remote Contract / Remote Tech Platforms). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Bachelor of Science, University of Lagos (CMUL). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Senior AI Training Consultant & Data Specialist (Remote Contract / Remote Tech Platforms)

Don't discloseText

Served as a Senior AI Training Consultant & Data Specialist, focusing on end-to-end preparation and validation of training/evaluation data for foundational models. Built and applied structured Markdown-based evaluation metrics and multi-stage analytical schemas to support engineering cohorts. Conducted comparative quality audits across model versions to detect regressions in reasoning and performance. • Orchestrated data pipelines with strict adherence to validation parameters. • Formulated complex evaluation metrics in Markdown for specialized groups. • Designed multi-stage analytical schemas for quality assurance. • Performed cross-version regression detection for reasoning capabilities.

2024 - Present

AI Content & Alignment Trainer (AI Operations Cohort)

Don't discloseTextText Generation

Worked as an AI Content & Alignment Trainer creating structured multi-turn conversational interaction logs. Designed these datasets to evaluate model resilience against adversarial context drift and alignment failures. Partnered with global engineering teams to deliver high-yield evaluation benchmarks for deployment readiness. • Generated structured multi-turn conversation logs for adversarial testing. • Tested resilience against adversarial context drift scenarios. • Collaborated with global engineering teams on evaluation benchmarks. • Produced high-yield benchmarks for cross-functional deployment.

2024 - 2025

Education

Work History