I combine 15+ years of clinical practice in musculoskeletal care with growing technical expertise in ICT and AI. As a licensed osteopath and sports massage therapist, I deliver evidence‑based assessment and hands‑on treatment to reduce pain and restore function. Concurrently I study ICT (Datanomi) and pursue a Bachelor of Engineering in Information and Communications Technology at Metropolia UAS, focusing on cyber security and modern ICT systems. In my AI work I translate clinical reasoning into high‑quality training data, rigorous QA, and reproducible error traces. I specialize in agentic reasoning, model safety and alignment, and structured technical documentation that helps models reason more reliably in health contexts. Core Strengths • Clinical expertise: musculoskeletal assessment, osteopathic techniques, rehabilitation, pain management • AI and QA: annotation, rubric‑based evaluation, reproducible error tracing, model reasoning assessment • Safety and alignment: AI safety reviews, guideline interpretation, source verification • Technical skills: ICT fundamentals, cyber security awareness, technical writing, data annotation tools • Bilingual capability: native Finnish and professional English for cross‑lingual data projects • Communication: clear, metacognitive explanations and structured feedback for model training…I combine 15+ years of clinical practice in musculoskeletal care with growing technical expertise in ICT and AI. As a licensed osteopath and sports massage therapist, I deliver evidence‑based assessment and hands‑on treatment to reduce pain and restore function. Concurrently I study ICT (Datanomi) and pursue a Bachelor of Engineering in Information and Communications Technology at Metropolia UAS, focusing on cyber security and modern ICT systems. In my AI work I translate clinical reasoning into high‑quality training data, rigorous QA, and reproducible error traces. I specialize in agentic reasoning, model safety and alignment, and structured technical documentation that helps models reason more reliably in health contexts. Core Strengths • Clinical expertise: musculoskeletal assessment, osteopathic techniques, rehabilitation, pain management • AI and QA: annotation, rubric‑based evaluation, reproducible error tracing, model reasoning assessment • Safety and alignment: AI safety reviews, guideline interpretation, source verification • Technical skills: ICT fundamentals, cyber security awareness, technical writing, data annotation tools • Bilingual capability: native Finnish and professional English for cross‑lingual data projects • Communication: clear, metacognitive explanations and structured feedback for model trainingWWWW…