Product Management

PM Projects

8 projects

Netflix — Mood Meter PRD + Lean Canvas

Full group PRD and Lean Canvas for a mood-first content discovery feature on Netflix. Users pick from 8 mood tiles, tune watch length and familiarity, and receive a personalized results page in under 90 seconds. Includes ICE scoring, 10 user stories, phased A/B experiment plan, and SMART success metrics (65% playback conversion, +12% watch time uplift targets).

Product ManagementAI IntegrationStreaming

Alongside AI — Kiwi Connect PRD

Full PRD for Kiwi Connect — an anonymous AI-moderated peer chat feature for Alongside. Includes problem framing, success metrics (50% adoption target), 12-month rollout timeline, A/B testing plan, and future expansion roadmap.

Product ManagementAI IntegrationEdTech

AI Time Entry System — Concept Prototype

Interactive prototype for an AI-powered time tracking tool targeting complex users. Features calendar-based auto-suggestions, pattern detection, and a phased rollout roadmap designed to reduce manual entry time by 60%.

Product ManagementAI IntegrationPrototyping

Netflix — Film of the Week PRD

PRD for a curated weekly film spotlight on Netflix targeting decision fatigue. Features a homepage banner, TikTok-style short-form preview, and UGC campaign. Includes A/B test plan and roadmap to expand into Show/Short of the Week.

Product ManagementStreamingContent Discovery

Pokémon Team Builder

Full-stack team builder web app supporting multiple competitive formats (VGC, Smogon), with EV spreads, item/nature selection, and preset meta spreads.

ReactNext.jsUI/UX

Sustainability Dashboard — Ringley Group

Product roadmap and strategy for a sustainability dashboard tracking 10,000+ data points to guide net-zero initiatives and property acquisition decisions.

Product ManagementData Analysis

Pokemon Stats ML Predictor

Neural network project to analyze Pokemon statistics and predict legendary status, featuring confusion matrix visualization and interactive prediction.

Machine LearningPython

Anthropogenic Climate Change Analysis

Data analysis examining CO2 emissions, urbanization, and global temperature increases using multiple datasets to demonstrate human impact on climate change.

PythonData Analysis