Featured Work

Athlete Insights: AI-Powered Solutions

PRODUCT DISCOVERY CASE STUDY

🔹 What it is: A conceptual AI-powered sports analytics platform using machine learning & computer vision.
🔹 What I did: Led product discovery using market research, competitive analysis, and feasibility studies.
🔹 Outcome: Identified a key market gap for automated performance insights and outlined a validated business case.

SwiftEye Medical: AI COVID-19 Detection

PROTOTYPING & DESIGN CASE STUDY

🔹 What it is: A machine learning-based diagnostic tool for identifying COVID-19 and pneumonia using chest X-rays.
🔹 What I did: ML Model development, data analysis, and prototype design for web & mobile applications.
🔹 Outcome: Built a functional machine learning model with YOLOv5 achieving the best classification accuracy, supporting early diagnosis. Designed conceptual analytics dashboard and mobile app.

Airbnb: Maximizing Revenue & Guest Experience

PRODUCT GROWTH & EXPERIMENTATION CASE STUDY

🔹 What it is:
A modern-boho Airbnb rental in Phoenix, AZ designed for families, couples, and remote workers.
🔹 What I did:
Launched and optimized an Airbnb listing through pricing experimentation, branding, guest experience improvements, and operational automation.
🔹 Outcome:
Improved occupancy rate from 47.7% to 55.6%, while increasing the average length of stay from 4.1 to 7.1 days and maintaining a 4.9-star rating.

Sniffspot: Enhancing User Experience & Growth

PRODUCT ITERATION & OPTIMIZATION CASE STUDY

🔹 What it is: A peer-to-peer marketplace for renting private land for off-leash dog parks.
🔹 What I did: Identified pain points as both a guest and host, proposed feature enhancements, and prioritized solutions based on impact and feasibility.
🔹 Outcome: Developed a data-driven optimization strategy to improve usability, engagement, and revenue for both guests and hosts.