I build AI-powered products that drive growth and transform user experiences.

Product Manager specializing in AI/ML integration and growth optimization. 7+ years shipping products that balance user needs with business impact.

Featured Products

Platzi Learn V1

AI Course Generator

Transforms company docs into structured courses with AI-narrated lessons and assessments.

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Placement Test

English Proficiency Test

AI-powered adaptive test evaluating English skills with personalized learning recommendations.

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Search

AI-Powered Course Search

Personalized search using vector databases to surface the most relevant learning content.

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Exams

AI Assessment System

Auto-generates question banks and evaluates open responses with real-time gamified feedback.

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Explainer V1 and V2

Instant Student Support

AI assistant providing immediate answers to student questions within the learning interface.

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Onboarding Experiments

Growth Initiative

Series of experiments optimizing the onboarding experience to increase Weekly Active Students by 2X.

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Voluntary Cancellation Flow

Growth Initiative

Reduced churn by 20% through strategic UX improvements balancing business needs with user trust.

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Live Classes & Blogposts

I believe that giving back to the community is a valuable way to help others learn from both my failures and successes, while also providing me with opportunities for continued growth. These are some resources I've created as part of this learning-by-teaching journey.

Mathematical foundations of artificial intelligence

We break down step by step how language models process information, predict words, and learn with each iteration.

How to start your first Artificial Intelligence project

A practical guide to becoming AI Native and creating products with AI.

Why DeepSeek R1 is better than GPT-o1

What DeepSeek R1 did to beat ChatGPT and how it was trained to become the most powerful open-source LLM on the market.

The Non-Traditional Path

My personal blog where I frequently write about Product Management and lifestyle.

About Me

My path to product management wasn't traditional. As an economist breaking into tech, I had to earn my stripes through dedication and continuous learning. I spent 5 years as a Project Manager leading hardware-software integration projects before pivoting to Product Management, where I could shape product vision and strategy.

Over a decade in tech has given me the technical depth to work seamlessly with engineering teams. I specialize in 0-to-1 launches and scaling growth products—falling in love with problems, experimenting rapidly, and shipping value incrementally.

Based in Vancouver for over a year now. When I'm not analyzing user flows, you'll find me hiking, beach hopping, exploring coffee shops, or at dance class.

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