Writing & Thinking
Thoughts on marketing strategy, automation engineering, AI tools, and the intersection of creative and technical work.
2025
Building an Automated Job Search Pipeline with AI
How I built an end-to-end automated job search system using Python, Claude AI, Qdrant RAG, and Playwright for multi-platform scraping, AI scoring, and auto-generated cover letters.
2025
How We Replaced Black Friday Discounts with Relationship-Driven Revenue
A case study on how a two-phase, values-first Q4 campaign used gratitude activation, tiered segmentation, 1:1 sales outreach, and ambassador referrals to close revenue gaps without deep discounting.
2025
How to Automate Podcast Show Notes with Activepieces and Perplexity AI
A complete walkthrough of automating weekly podcast content preparation using Activepieces, Perplexity AI, Google Docs, Discord, and FormBricks — from news sourcing to formatted show notes.
2024
How to Automate Twitter Posts with Activepieces, Apify, and ChatGPT
A step-by-step guide to building an automated Twitter posting workflow using Activepieces, Apify Reddit scraping, and ChatGPT for AI-generated social content.
2024
How to Create and Track UTM Parameters in Google Analytics 4 (GA4)
A practical guide to generating UTM links, tracking them in GA4, and using UTM parameters to measure campaign performance — including a free UTM link generator template.
2024
LinkedIn Meets Python: How to Automate Job Applications with a Python Bot
A walkthrough of setting up an open-source Python bot that automates LinkedIn Easy Apply job submissions — from installation to configuration to execution.