Luis is a marketing and revenue operations leader based in the Dallas–Fort Worth area, designing and scaling end-to-end GTM operating models across Marketing, SDR, Sales, and Partnerships. A decade of B2B SaaS spent on Salesforce-centric stacks, attribution, and lifecycle orchestration, increasingly spent building AI-native revenue systems: agentic operations repos running in production, LLM-powered workflows, and a solo-built ML scoring platform now in enterprise beta.
AI operations & governanceAgentic operations repos running in production (versioned automation skills with documented, auditable outputs), plus schema-enforcing agents, LLM-powered workflows, and the governance layer around them: a registry of what automation exists and what it may read or write, review policy for anything touching revenue-path systems, and scheduled audits. Claude Code, OpenAI Codex, MCP integrations.
CRM & marketing automationSalesforce (Admin) at architecture level, Marketo (Certified Expert), HubSpot, and Pardot. CRM data schema design, lead lifecycle and routing, opportunity stage design, and the migration work that keeps a stack coherent through replatforming.
Sales engagement & GTM dataOutreach, Salesloft, Gong, Chorus, Chili Piper, LeanData, ZoomInfo, and Demandbase. Territory and coverage design, speed-to-lead routing, enrichment, and ABM operating models with intent correlated to opportunity creation.
Scoring & measurementAccount and lead scoring from hand-weighted points through per-customer gradient-boosted models with SHAP explainability. Multi-touch attribution, marketing mix modeling, and incrementality testing; sourcing versus influence credit and lookback windows derived from closed-won data. Databricks, Tableau, Looker, Power BI, Amplitude.
EngineeringPython, SQL, Apex, and HTML/JS/CSS. FastAPI services on Cloud Run, Next.js front ends, LightGBM with SHAP, and REST/OAuth integrations against Salesforce and HubSpot. Work management in Airtable, Wrike, Monday.com, Jira, and Confluence.