<Aspiring_ML_Engineer>

/* I am a first-generation Latina analyst pivoting my career to focus on AI and ML automation. */

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Currently an Extern @BeReal.

<Work_samples>

My portfolio highlights work on AI-driven personalization, recommendation engines, and conversational interfaces, including a News Corp externship focused on digital news product strategy.

BeReal Product Management Externship
[01]BeReal. Externship⏱️ In progress
✅ Verified by Extern
BeReal Product Management Externship
Discover how product teams at social apps like BeReal design for authenticity while driving user growth. In this externship, you’ll explore what keeps users coming back— benchmarking competitors, analyzing engagement features, and designing your own growth-driven app feature. You’ll learn how to balance product innovation with BeReal’s unique mission of real, unfiltered connection. Perfect for those interested in product management, UX strategy, or social media innovation, this experience gives you a hands-on look at how product teams grow platforms without losing their core values.
DesignUI/UXProduct Management

<About_me>

I am a first-generation Latina analyst pivoting my career to focus on AI and ML automation.

I am Beelen Guzman, a senior at Barclay College focused on data analytics. I explore how AI and data shape digital products, including a News Corp externship studying personalization, recommendation engines, and conversational interfaces for news.

Externships

BeReal Product Management Externship

In progress

Skills

Data analyticsAI feature researchPersonalization conceptsRecommendation engine conceptsConversational interface concepts

Back_to_work

BeReal. ↗

✅ Verified by Extern · ⏱️ In progress

<BeReal_Product_Management_Externship>

Discover how product teams at social apps like BeReal design for authenticity while driving user growth. In this externship, you’ll explore what keeps users coming back— benchmarking competitors, analyzing engagement features, and designing your own growth-driven app feature. You’ll learn how to balance product innovation with BeReal’s unique mission of real, unfiltered connection. Perfect for those interested in product management, UX strategy, or social media innovation, this experience gives you a hands-on look at how product teams grow platforms without losing their core values.

DesignUI/UXProduct Management

/Overview

The externship examined how social apps reconcile authentic user experiences with growth strategies. Work included benchmarking competitor engagement features, analyzing retention drivers, and designing a feature concept that balanced authenticity and discoverability. Deliverables combined comparative analysis and a feature proposal.

//What I've accomplished

I evaluated competitor apps, analyzed engagement patterns, and designed a growth-minded feature concept that preserved authentic interactions. Below are the specific pieces of work I produced during the externship.

///Project breakdown

View_all_work