X Fanalyzer: AI Sports Insight TOol

Project: “X Fanalyzer” — PlayDoIt: Mexico

Role: Technical Program Manager & Lead Architect

Overview

I spearheaded the R&D and system architecture for the first global xAI-powered profile analyzer on X. Officially launched in April 2026, this system was designed to transform how brands engage with users by shifting from rigid, hardcoded algorithms to a dynamic, LLM-driven core.

The Innovation: "LLM-Core" Architecture

To solve the problem of scaling custom AI programs, I architected a proprietary "LLM-Core" system. This moved the logic of user analysis away from traditional code and into a generative framework.

• Democratized Deployment: Enabled non-technical strategists to configure complex brand logic using plain English instructions.

• Tailored Content: Developed a system that ingest "guide copy" from clients to ensure brand safety while allowing the LLM to generate hyper-personalized, user-specific post copy.

Business Impact

• 30% Lower CPE: Significantly improved cost-per-engagement through highly relevant, automated interactions.

• 25% Lower CPM: Optimized delivery costs for the PlayDoIt: Mexico program.

• Operational Efficiency: Created a frictionless "test bed" model that allows X to rapidly spin up new instances for global brands with minimal engineering intervention.

Skills: System Design, Software Architecture, R&D, Prototyping, AI Strategy.

Links: [CTA Post] | [X Business Article]