
Santiago Montouliu Villegas
@santiagomontouliu
Lead Solutions Architect at Proteus Analytics building reliable product analytics and AI workflow QA for client engagements.
What I'm looking for
At Proteus Analytics, I design and implement data tracking pipelines, product analytics, and telemetry architecture across client engagements. I focus on finding tracking gaps and improving data reliability so teams can make decisions they trust.
At AwareX, I built product analytics and quality systems for SaaS products serving millions of daily active users. I architected GA4 and Amplitude analytics for Tier 1 telecom clients and built executive dashboards in GA4, Amplitude, and Looker Studio.
I also designed A/B testing frameworks and partnered with C-suite leaders to turn strategic questions into measurable product and performance metrics. In software quality assurance, I improved testing processes that reduced release cycles by 85%.
Teaching has been a consistent part of my work: I’ve taught physics, mathematics, and robotics, and collaborated with the organisation and execution of the national Physics Olympiad. I’m open to strategic consulting and advisory engagements.
Experience
Work history, roles, and key accomplishments
I design and implement data tracking pipelines, product analytics, and telemetry architecture across client engagements.
Key Focus Areas:
• Analytics Architecture: Diagnostic audits, event tracking design, and data reliability fixes.
• Product Analytics: KPI modeling, funnel tracking, and executive reporting systems.
• Data Reliability & AI QA: Event tracking QA, release validation, and AI workfl
Worked as Maths & IB Physics Teacher at Woodside School.
Miembro del Comité Olímpico
Sep 2015 - Present (11 years 1 month)
* Collaborated with the organisation and execution of the national Physics Olympiad.
* Member of the International Jury of the Ibero-American Physics Olympiads.
* Taught and designed preparation courses for the national and Ibero-American Physics Olympiads, leading to a 60% increase in student participation.
* Represented Uruguay at the XXI-XXVIII Ibero-American Physics Olympiads, contributing to
Built product analytics and quality systems for SaaS products serving millions of daily active users.
Key achievements:
• Architected GA4 & Amplitude analytics for Tier 1 telecom clients (millions of DAUs), including quality metrics to validate AI features at scale
• Designed A/B testing frameworks with statistical rigor, identifying friction points that increased conversions and improved user e
* Taught multivariable and vector calculus courses to engineering students.
* Helped plan mid-term and final exams, create problems, and grade.
Led comprehensive QA across web, Android, iOS, and API platforms, ensuring release readiness for consumer SaaS products serving millions of users.
Key achievements:
• Reduced release cycles by 85% through optimized testing processes and executive-facing quality reporting
• Owned test strategy for major releases, acting as final quality gate before production deployment
• Partnered with product m
* Taught differential calculus and linear algebra courses to Biology students.
* Helped plan mid-term and final exams, create problems, and grade.
* Taught physics courses to advanced high school students, focusing on effective problem-solving strategies and precise methods in classical and modern physics.
* Increased the number of participants in the National Physics Olympiad by 95%.
Taught and designed a robotics course for primary school students focusing on the LEGO programming languages, promoting a first approach to block programming.
Taught and designed a robotics course focusing on the LEGO and Arduino programming languages.
Worked as Profesor Suplente de Física at Colegio Seminario.
* Taught and designed preparation courses for the national and Ibero-American Physics Olympiads.
* Increased the number of participants in the National Physics Olympiad by 75%.
Education
Degrees, certifications, and relevant coursework
Facultad de Ingeniería UdelaR
Engineer's Degree, Computer Engineering
2014 -
Estudio Ingeniería en Computación
The Japan Foundation
Japanese Language Proficiency Test N4 (日本語能力試験4級)
Dec 2008
University of Cambridge
Certificate of Proficiency in English
Dec 2012
Colegio Seminario
High School, Engineering
2012 - 2013
Estudiante de Bachillerato opciones Científica y Físico-Matemática.
Ministério de Educação e Cultura do Brasil
Celpe- BRAS
May 2017
Coursera
Google Data Analytics Professional Certificate
Jan 2022
Coursera
Google Data Analytics Specialization
Jan 2022
Campus BBVA
Data & Cybersecurity
Oct 2024
Campus BBVA
Cybersecurity for Tech Professionals
Oct 2024
Google Business Intelligence Specialization
Aug 2024
Etxepare Euskal Institutua - Euskara Munduan Programa
Basque Language Teacher, Basque Language
2020 - 2024
A través del programa Euskara Munduan (el euskera en el mundo), el Etxepare Euskal Institutua (Instituto Vasco Etxepare) impulsa el conocimiento del euskera entre las colectividades vascas de todo el mundo.
Google IT Automation with Python Specialization
Nov 2024
Coursera
Agile Project Management Certification
Apr 2025
Amplitude
Amplitude Specialist - Web Analytics
Apr 2025
Google Advanced Data Analytics Professional Certificate
Feb 2026
Facultad de Ciencias - Udelar
Licenciatura, Mathematics
2019 - 2026
Skillshop
Google Analytics Certification (2026)
Jul 2026 · Expires Jul 2027
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
useproteus.ioSalary expectations
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