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Case Studies

These projects highlight how I approach problems, from understanding audience behavior to building content and strategy around it. Each case study reflects how I translate insights into clear, actionable decisions.

Case 01: Local newspaper - Audience Segmentation & Retention Strategy

Skills Used:

  • Audience Segmentation
  • Project Management
  • Data Analysis (R + Clustering)
  • Insight Development
  • Content Strategy
  • User Behavior Analysis
  • Strategic Recommendations

The Problem:

A Pinehurst, NC-based newspaper lacked clear insight into reader behavior and engagement patterns, making it difficult to tailor content effectively. The objective was to define actionable audience segments to guide content and distribution strategy.

Approach:

We analyzed behavioral data, including session frequency, session duration, scroll depth, and content consumption patterns, to understand how readers were actually engaging with the site. Using k-means clustering in R, I segmented users based on these behaviors, allowing distinct audience groups to emerge from the data rather than being predefined.

Anaylsis

This approach revealed four clearly differentiated audience segments, each with unique patterns in engagement depth, content preferences, and access habits. These differences provided a more nuanced understanding of how various reader groups interact with the publication, highlighting opportunities to tailor content and distribution strategies more effectively.

Key Insight (Loyal Readers)

A smaller segment of highly engaged users consistently demonstrated longer session durations, frequent return visits, and a strong preference for structured, e-edition content. This group represented the highest potential for long-term retention and monetization, making them a critical audience to prioritize.

Impact / Recommendation

To better support and grow this high-value segment, we recommended extending engagement beyond Sunday through intentional midweek touchpoints and repositioning the e-edition as a membership-like experience rather than a one-time product. We also suggested shifting from a weekly to a bi-weekly cadence to better align with peak engagement behavior and reduce drop-off during inactive periods. Finally, we proposed introducing personalized, habit-forming features such as editor’s notes and curated highlights to reinforce loyalty while increasing consistent midweek engagement.

Case 02: Adjustable Luggage — Human-Centered Design & Product Strategy

Skills Used:

  • User Research & Insights
  • Human-Centered Product Design
  • Project Management
  • Qualitative Research & Synthesis
  • Product Strategy & Positioning
  • Market Analysis & Opportunity Framing
  • Stakeholder-Focused Communication
Transcend Logo

The Problem

Through primary and secondary research, we identified a consistent set of friction points in the travel experience:

  • Travelers overpack due to uncertainty, leading to overweight fees and inefficiency
  • Existing luggage lacks flexibility across trip types (weekend vs. long-haul)
  • Durability issues – broken handles, damaged shells, and water exposure – are common
  • Internal organization fails to prevent leaks, spills, and item damage
  • Travelers are forced into redundant consumption (buying multiple suitcases)

These insights pointed to a clear gap in the market: luggage that adapts to the traveler, rather than forcing the traveler to adapt to it.

Approach

We designed Transcend as a multi-functional, expandable luggage system that adjusts in real time to user needs.

Key features include:

  • Adjustable capacity: Expands from a compact carry-on to a full-size suitcase
  • Modular design: Additional components can be attached or removed depending on trip type
  • Sliding expansion mechanism: Internal and external shells allow for smooth resizing
  • Durability-first approach: Designed with reinforced materials and protective layering
  • Future-forward considerations: Waterproofing, secure closures, and repairability

Unlike traditional luggage that expands minimally (typically 1–2 inches), Transcend introduces true scalability, effectively replacing multiple products with a single system.

Prototype Development

Our initial prototype was intentionally low-fidelity, constructed using paper, string, and glue to quickly model the concept and test user reactions.

The design simulated:

  • A base “small suitcase” structure
  • A zipper-based expansion system to increase capacity
  • A conceptual add-on piece to create a larger, check-in-sized bag

This approach allowed us to prioritize concept validation over aesthetics, focusing on usability, comprehension, and perceived value early in the process.

User Testing & Key Learnings

1. Concept Resonance Was Strong

Users immediately understood and responded positively to the idea of one suitcase for all trips, validating the core value proposition.

  • 90% of tested users indicated that the concept addressed a real packing frustration

2.Durability = Make or Break

The biggest concern across interviews was structural integrity.

  • Zippers alone were perceived as weak points
  • Users feared breakage during airport handling
  • Suggestions included reinforced closures, clips, or layered protection

This highlighted that innovation without trust in durability will fail in this category.

3. Form Factor Matters More Than Expected

While the concept was strong, the execution raised usability concerns:

  • The boxy prototype shape felt unrealistic
  • Users preferred a duffel-suitcase hybrid with wheels
  • Mobility (rolling vs. carrying) was a non-negotiable feature

4. Protection & Security Are Top Priorities

Beyond capacity, users emphasized:

  • Waterproof materials (rain exposure on tarmacs)
  • Theft prevention (especially for valuables in checked luggage)
  • Internal organization to prevent spills (toiletries, liquids)

This reframed the product from just “expandable luggage” to a protective system for personal belongings.

Iteration Strategy

Based on testing, our next steps focused on:

  • Exploring alternative expansion mechanisms (e.g., sliding systems, clip attachments)
  • Improving material selection for durability and waterproofing
  • Redesigning the form factor to align with existing luggage expectations
  • Incorporating repairability as a feature (replaceable parts, modular fixes)
  • Evaluating price sensitivity to balance quality and accessibility

Market Opportunity

The global luggage market is projected to grow from $38.6B to $61.7B by 2030, driven by increasing travel demand and evolving consumer expectations

Transcend is positioned to compete by:

  • Offering a category-differentiating feature (true adjustability)
  • Reducing the need for multiple purchases
  • Aligning with consumer trends toward multi-use, sustainable products

Business Model

We proposed a hybrid distribution strategy:

  • Direct-to-consumer (DTC) via e-commerce for storytelling and margin control
  • Retail partnerships to allow in-person interaction with the product

Marketing would prioritize:

  • Influencer partnerships in the travel space
  • Demonstration-based content showcasing the expansion mechanism
  • Social-first storytelling to drive early adoption

Impact

Transcend reframes luggage from a static product into a flexible travel system, addressing both functional inefficiencies and emotional pain points in the travel experience.

This project demonstrates my ability to:

  • Translate qualitative research into actionable product insights
  • Balance user needs with business and market considerations
  • Communicate complex ideas through clear, structured storytelling
  • Contribute to end-to-end product strategy, from concept to go-to-market