Built an on-demand topic discovery pipeline for my YouTube channel using the WAT Framework. 🟢 What it does when triggered: → Pulls trending content from YouTube Data API + Google Search (Serper) → Feeds everything into Gemini 2.5 Flash to curate 5 psychology topics — each with a story angle, video hook, and "why it resonates" → Generates a styled HTML infographic per topic (inline CSS, Gmail-native — no image hosting needed) → Sends a compiled email via Gmail API ⚫ Smart feature: - Topics history file tracks every past suggestion — Gemini is explicitly told to avoid repeats on each run 📚Stack: Python · Gemini 2.5 Flash · YouTube Data API · Serper · Gmail OAuth The WAT pattern is surprisingly robust when one step fails, you fix and rerun just that script. No black boxes.

Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊

In February, I spent a week in Cape Town, SA with some of the top AI entrepreneurs in the space for a mastermind. We had hundreds of community members join us. I met some amazing people and left feeling so energized and inspired. Which is why I've been uploading almost daily lately, haha! Anyways, just dropped a behind the scenes vlog if you're interested in checking it out. AIS is planning on doing big events and meetups regularly, so if this trip looked like fun, stay tuned for events in the future!