- Measurement & Analytics
- Item Response Theory (IRT) · Bayesian Knowledge Tracing (BKT) · Educational Data Mining (EDM) · psychometrics · learning analytics · assessment & item design
- Curriculum & Learning Science
- mastery-based learning · curriculum design · IB MYP · ESSA evidence tiers · instructional design
- Product & Systems
- product discovery · system design · automated quality gates · experimentation · data visualization
- Technical
- Python · SQL · R · LaTeX · Next.js · Firebase · AWS Bedrock · LLM / AI pipelines
AI-Driven Math Learning Strategist, HS Math DRI · Alpha School
2025 – Present High-school math research, AI-assisted content, and the quality gates that keep it honest.
- Built the Alpha HS Math Hub (Next.js, Firebase, AWS Bedrock): a research platform of 19 investigations graded by ESSA evidence tiers (I–IV).
- Shipped a SAT-prep app to production: an AI-generated, hand-curated bank of 700+ verified items.
- Institutionalized quality as automated build gates — a “derive-the-truth” check recomputes every answer and fails the build on mismatch.
- Designed a cohort / sub-rung scaffolding engine so difficulty is a calibrated property, not a label.
- Hardened the platform’s student-data pipelines — securing 42 unauthenticated routes so learner records stay protected, with zero production vulnerabilities.
Co-founder (part-time) · MACT — EdTech
2025 – Present An early-stage Chilean EdTech for data-driven, personalized mathematics learning.
- Founded the company and set its measurement and curriculum direction.
- Designed the evidence model behind personalization — what a recommendation is allowed to assume about a learner.
Curricular Strategy Lead & Mathematics Coordinator — Middle Section · Craighouse School
2024 – 2025 IB MYP leadership, performance strategy, and data-informed instruction.
- Led the entire Middle Section mathematics program under the IB MYP framework, ensuring curricular alignment and pedagogical consistency.
- Supervised the teaching team and designed data-informed strategies to lift attainment and conceptual understanding.
- Certified in Mathematics (CAT.1) and Administration of Evaluation in the MYP.
Item Constructor & Review Advisor · Universidad de Chile (DEMRE)
2024 Psychometrics (IRT) for national university-admission exams.
- Designed and reviewed high-stakes items, ensuring psychometric validity and curricular alignment for the national testing instrument.
Professor · DUOC UC
2022 – 2024 Algebra, applied mathematics, and statistics for technical higher education.
- Developed course content including mathematical modeling to strengthen students’ problem-solving.
Innovation Manager & Pedagogical Data Analyst · Preuniversitario Cpech
2016 – 2020 National-scale assessment data and a self-learning platform.
- Managed national assessment results and surveys for 52 campuses, automating data management to optimize pedagogical operations.
- Led development of a self-learning platform and information systems improving educational access.
Earlier Teaching & Academic Roles
2013 – 2021 Teaching Assistant at Pontificia Universidad Católica and math-teacher roles.
Alpha HS Math Hub — research platform lead
Alpha School · internal 19 math investigations graded by ESSA evidence tiers (I–IV), each with a scrollytelling brief and a decision log.
SAT Prep (Desmos) — builder
Alpha School · internal Production app with a bank of 700+ verified items, generated via an AI pipeline and gated by automated quality checks.
AI-Enhanced Cryptography Curriculum — designer
ISTELive 2025 An AI-supported unit selected for ISTELive 2025, resulting in a meeting with the ISTE CEO.
A curated, abstracted portfolio of products and research efforts, with the decision logic behind each build.