Algorithm Engineer & Technical Writer at X-Engagement
Ranking systems engineer who spent 3 years building recommendation algorithms at a social platform before going indie. Dug through every line of Twitter's open-sourced heavy ranker code so you don't have to. Writes about engagement signals, feed mechanics, and what actually moves the needle in algorithmic distribution. If it's not in the source code, I don't trust it.
Learn a data-driven audit framework using AI quality gates and niche matching to improve X engagement, plus a 4-week experiment plan tailored to crypto/Web3 and indie hackers.
A data-backed six-week playbook for crypto and indie hackers to lift X engagement in 2026 through niche targeting, AI-driven quality gates, reciprocal 1:1 credits, and staged delivery that mirrors organic discovery.
A practical, step-by-step Grok-inspired playbook for 2026. Learn how to design content, manage engagement tempo, and leverage niche signals to boost X visibility without vanity metrics.