For AI & EdTech Companies
I partner with AI research platforms, education-focused AI companies, and edtech teams to bring pedagogical rigor and domain expertise to the development of frontier AI systems. My work sits at the intersection of real classroom experience, curriculum standards fluency, and the technical demands of modern AI training.
Services I offer
LLM Evaluation and Benchmarking for K-12 Education
Agentic AI Environment and Task Design
Curriculum-Grounded AI Training Data
Voice and Prosody Evaluation for AI Models
Human-in-the-Loop AI Review and Quality Assurance
Content Moderation for Education AI
Who I work with
AI research platforms building education-domain products. Edtech companies integrating AI into K-12 learning. Startups developing voice AI, agentic AI, or LLM-based tools for classrooms. Teams that need expert pedagogical judgment at the human-in-the-loop layer of model training and evaluation.
For Schools & Education Cooperatives
I design standards-aligned curriculum, deliver teacher-facing resources, and support schools and cooperatives in bringing rigor and warmth to K-12 education. Ten years of classroom teaching across four countries means I understand what works in real classrooms, not just on paper.
Services I offer
K-12 Curriculum Design across NGSS, Common Core, and Cambridge
Social-Emotional Learning (SEL) program development
Subject-specific curriculum (Science, ELA, Math, Wellness, Language)
Teacher-facing resources, playbooks, and professional guides
Classroom placement and short-term teaching engagements
AI integration consulting for school leadership
Who I work with
International schools, American schools abroad, charter networks, education cooperatives, and public school districts. Schools adopting new curriculum frameworks or standards. Education nonprofits building teacher resources. Leaders exploring how to integrate AI responsibly into instruction.
For Families
I offer one-on-one and small group tutoring for students across the world. My approach is grounded, personalized, and shaped by years inside of classrooms on three continents. Every student is met where they are, with instruction built around how they actually learn best.
Subjects and supports
Science (Elementary through Grade 12)
Math (Elementary through Middle School)
English Language Arts and Creative Writing
English as a Foreign Language (for children, teens, and adults)
Beginner's Spanish lessons
Social-Emotional Learning support
Homeschool support including Acellus Academy curriculum
Cambridge, IGCSE, and Common Core preparation
Study skills, test preparation, and executive function support
Who I work with
Families seeking consistent, experienced tutoring for their children, from upper elementary through high school. Adult learners preparing for professional English contexts (conferences, interviews, academic settings). International families navigating multiple curricula or school systems. Homeschool families looking for a certified teacher to guide their child through online academy coursework.