Ezemeraldah Sibweche

A motivated and detail-oriented International Relations and Diplomacy graduate with practical experience in public education, research, administrative support, and AI training. Experienced in AI data annotation, evaluation, and digital content analysis through remote work, alongside research-based tasks, transcription, and digital data handling gained from institutional attachment. Passionate about global affairs, governance, sustainable development, and cross-cultural engagement, with strong analytical, communication, and organizational skills, and the ability to contribute effectively in multidisciplinary, data-driven, and institutional environments.

AI Trainer at RWS (2026-01 – Present)

• Trained and evaluated AI models by creating, annotating, and reviewing high-quality datasets to improve accuracy, relevance, and safety of outputs.
• Analyzed AI responses against detailed guidelines, identifying errors, bias, and inconsistencies, and providing structured feedback to enhance model performance.
• Developed and refined prompts, test cases, and edge-case scenarios to assess reasoning, language understanding, and contextual awareness.
• Applied strong research and critical-thinking skills to verify factual accuracy and ensure compliance with quality and ethical standards.
• Collaborated within a remote, cross-functional team to meet productivity targets while maintaining high annotation and evaluation quality.

Education and Public Awareness Department at Anti-Counterfeit Authority (ACA) (2025-09 – 2025-12)

• Assisted in planning and implementation of public education and awareness programs on anti-counterfeit measures targeting consumers, traders, and MSMEs.
• Supported preparation of sensitization materials, reports, and administrative documentation including brochures, flyers, and training presentations.
• Participated in stakeholder engagement activities, exhibitions, and training sessions aimed at promoting intellectual property rights and consumer protection.
• Gained exposure to government operations, public policy implementation, and institutional communication.

Freelancer Transcriptionist at Transcribio (2023-01 – 2024-12)

• Evaluating and interpreting audio and video dictation, maintaining accuracy, recognizing terminology and discrepancies, and proper formatting to deliver to clients by established deadlines.
• Reviewing transcripts to determine their quality.
• Concurrently managing multiple transcription projects with strict deadlines.
• Maintaining strict confidentiality and privacy practices across each project with all clients.

Bachelor of Arts in International Relations and Diplomacy – Zetech University, Kenya (2021-01 – 2025-12)