
I am an Advocate of the High Court of Kenya with 7 years post-admission experience spanning litigation, corporate and commercial advisory, and legal technology initiatives, with a strong focus on delivering practical legal solutions that support compliance and reduce risk exposure. In my legal practice, I have handled dispute matters from research and drafting through to court representation, advised clients on contractual rights and obligations, and supported organizations in navigating regulatory and operational risks. I have developed particular strength in legal drafting, contract review and negotiation, and analytical legal research, enabling me to translate complex legal principles into clear, actionable guidance. Alongside traditional practice, I have also contributed to legal AI projects where I designed and reviewed realistic legal scenarios used to train and evaluate AI systems, applying statutory interpretation and structured reasoning to ensure accuracy and professional relevance, and undertaking domain-level task reviews to support quality and consistency. My professional approach is grounded in sound judgment, attention to detail, and strong client engagement, and I am particularly interested in opportunities at the intersection of law, business, and innovation where I can contribute strategic legal insight while continuing to grow as a trusted legal advisor.
Training large language models by applying domain expertise as a legal practitioner
Designed realistic legal and paralegal task scenarios aligned with AI training objectives, ensuring outputs reflected practical legal workflows and professional standards.
Applied legal reasoning to review and refine AI-generated responses for accuracy, clarity, and relevance within contractual and compliance contexts.
Used the RHEA evaluation platform to validate task quality and confirm alignment with client specifications prior to submission.
Conducted structured quality checks to identify inconsistencies, logical gaps, or errors, improving reliability of deliverables
Occupation Reviewer, responsible for reviewing and verifying tasks within my legal domain as a subject-matter expert.
Provided feedback to improve task design, evaluation criteria, and output consistency across contributors.
Collaborated within a fully remote environment to meet deadlines and maintain quality benchmarks.
Key Impact
Strengthened the realism and accuracy of legal AI outputs by integrating professional legal analysis into task creation and verification.
Supported quality assurance processes through expert review and structured feedback, contributing to improved performance standards across the domain.