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Lestat User

@lestat

I specialise in data annotation and AI training, helping companies build better machine learning models through precise, high-quality data labelling.

South Africa
Message

What I'm looking for

I’m looking for a role where I can apply disciplined training and safety-minded quality standards, then extend that same precision to AI evaluation—moderation, bias checks, and evidence-based improvement—with clear goals and feedback loops.

I’m a detail-focused Sports Performance Coach who thrives on seeking truth and clarity. I bring dependable, consistent discipline to every task—while staying open-minded and adaptable when new challenges or viewpoints show up.

Most recently, I’ve ensured safety compliance across live guest activities by applying protocols in real time, coordinating schedules cross-departmentally, and maintaining high engagement through rules, checklists, and operational constraints. I also track client progression, maintain structured training records, and use repeatable screening criteria to evaluate movement patterns, prescribe corrections, and reduce error or injury risk through technique review and quality feedback.

Before that, I built structured performance programs and assessed athlete execution against defined technical standards, then earlier delivered rubric-based online English lessons where I evaluated learner output against objectives and adjusted instruction based on observed performance. Alongside my coaching work, I develop AI-relevant capabilities in content moderation, LLM prompt evaluation and response rating, bias detection, escalation protocols, and high-volume data labelling.

Experience

Work history, roles, and key accomplishments

Carnival Cruise Line logoCL
Current

Onboard Sports Staff

Dec 2023 - Present (2 years 6 months)

Ensured safety compliance during live guest sports activities by applying protocols consistently and responding to incidents in real time. Coordinated schedules cross-departmentally and maintained accurate training records while screening movement patterns and delivering quality feedback to reduce error/injury risk.

Education

Degrees, certifications, and relevant coursework

ES

ETA Stellenbosch

Diploma in Sports & Exercise Science, Sports & Exercise Science

2020 - 2023

Completed a Diploma in Sports & Exercise Science at ETA Stellenbosch from 2020 to 2023.

Tech stack

Software and tools used professionally

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