Fidelis

Key Skills

Software

Other

Top Subject Matter

Multimodal visual reasoning and LLM response evaluation

Cross-lingual text processing

Localization Domain Expertise

Top Data Types

Image

Text

Top Task Types

Transcription

Data Collection

Question Answering

RLHF

Text Generation

Prompt + Response Writing (SFT)

Freelancer Overview

Freelance AI Trainer & Data Evaluation Specialist (Remote). Core strengths include Other. Education includes Coursework Completed, University of Nairobi. AI-training focus includes data types such as Image and Text and labeling workflows including Evaluation, Rating, and Translation.

Labeling Experience

Freelance AI Trainer & Data Evaluation Specialist (Remote)

OtherImage

Executed visual reasoning annotation and quality assurance workflows to support multimodal AI interpretation. Performed evaluation and ranking to assess model responses for factual, grammatical, and guideline-alignment issues. Maintained accuracy against project rules while meeting strict delivery milestones. • Annotated complex visual reasoning problems. • Conducted comparative ranking matrix evaluations. • Performed QA checks to catch factual and grammar errors. • Collaborated in structured digital annotation frameworks.

2025 - Present

Language Specialist & Digital Contractor (Independent Freelancing)

OtherText

Provided translation, localization, and textual annotations for English and Swahili datasets. Audited model outputs for grammar, flow, and cultural nuances to ensure higher-quality dataset correctness. Ensured outputs stayed within continuously evolving annotation rules and taxonomy requirements. • Translated and localized dataset content across Swahili and English. • Performed textual annotation and localization checks. • Audited grammar and cultural nuance in model outputs. • Reported edge-case behaviors to development platforms.

2024 - Present

Education

Work History