Sanya Zuberi

High-impact Content Operations Specialist with a focus on AI-Human Reinforcement Learning (RLHF) and large-scale digital publishing. Expert in architecting editorial workflows for global marketplaces, having scaled production to 130+ high-performance manuscripts with a 90% client retention rate. Leveraging a Computer Science background to bridge the gap between algorithmic content generation and premium editorial standards.

AI Operations Specialist (RLHF) at Meridial Marketplace (Invisible Technologies) (2026-03 – Present)

• Engineered rigorous feedback loops for AI-generated content, optimizing for readability, factual accuracy, and semantic coherence.
• Conducted deep-dive analysis into LLM output behaviors to eliminate repetitive syntactical errors, improving dataset quality for international deliverables.
• Collaborated with design teams to integrate written content into UX/UI structures, ensuring high-conversion interface copy for digital products.

Executive Creative Content Specialist at Intersys Ltd. (2023-11 – 2025-12)

• Managed the end-to-end production of 130+ eBooks, overseeing formatting, proofreading, and metadata optimization for Amazon KDP compliance.
• Maintained a 90% repeat-client rate by developing proprietary "Tone & Voice" checklists for diverse niches ranging from Self-Help to Technical Memoirs.
• Directed multiple high-priority content streams, consistently meeting 48-hour turnaround windows without quality degradation.

Freelance Content Strategist at Independent (2023 – 2024)

• Authored SEO-optimized research papers for a NASA-affiliated project, translating complex scientific data into accessible technical copy.
• Drafted NDAs and client service agreements, ensuring 100% legal alignment for international freelance contracts.

BSc in Computing – University of Suffolk (2024 – 2028)

Industry Certified in Advanced Content Frameworks