Habit Tracker with AI Coaching: My Daily System

Description and use

Automated pipeline for daily video creation and upload across nine YouTube channels using AI, TTS, Pexels, and YouTube API, scheduled via Mac LaunchAgents, costing ₹0/month.

Problem

Creating content manually for 9 channels would take 8+ hours daily, which is infeasible for a full‑time VP at JPMorgan.

Outcome

Zero manual effort, ₹0/month cost, daily uploads across nine channels.

Workflow

• 1. Pull trending topic CSV
• 2. Generate script with AI (Ollama or Gemini)
• 3. Convert script to voice using Google Cloud TTS
• 4. Fetch images from Pexels and assemble video with MoviePy
• 5. Upload final video via YouTube API
• 6. Schedule each channel’s upload with a separate Mac LaunchAgent plist

Evidence

Creating content manually for 9 channels would take 8+ hours daily.

Source

Total: ₹0/month

Source