Selected engineering work
Pickleball paddle recommendations
Published in portfolio:
A recommendation proof of concept using product information, reviews and video transcripts to support paddle selection.
My contribution
AI developer
Developed a proof of concept for paddle recommendations using NLP and machine-learning techniques to interpret product information and player preferences.
Project context
A product-recommendation proof of concept. The stated goal is to match player skill, style and preferences with suitable paddles; no measured recommendation quality is claimed.
Watch the project
Pickleball paddle recommendations
Project recording · YouTube
Load the YouTube player here, then press play. If playback is unavailable, use the YouTube link.
Applied AI · Workflow
How it works
Gather information
Product data, user reviews and video transcripts.
Interpret preferences
Consider player skill level and playing style.
Suggest paddles
Present candidate equipment recommendations.
Explore the work
The portfolio date records the public listing. It does not establish the project's development dates.
Project description and engineering work
The project explores recommendation tools for pickleball equipment. Its design combines product information with review text and video transcripts, then considers the player’s skill level, style and preferences.
The published record identifies this as a proof of concept. The recording provides a public reference for the project; production adoption and evaluation results are not claimed.