I build end-to-end digital platforms — data infrastructure, AI content systems, and revenue routing — without a team. From tequila heritage to contractor lead generation to Mexican gastronomy, every platform I ship owns its category.
20+ years across fintech, adtech, and edtech. Specializing in machine learning, API middleware at scale, and bilingual US–Mexico markets.
Each platform owns its category — built on shared AI infrastructure, deployed independently, and designed to dominate its niche.
The most complete registry of CRT-certified tequila distilleries. Every NOM number, every brand, every production method — documented and searchable.
CSLB-verified contractor matching and lead generation for Southern California homeowners. AI-driven intake, CRO-optimized landing pages, and milestone-based payment protection.
A living registry of Mexican gastronomy — mapped by state, city, municipality, and ranchería. From comida casera to fine dining, documenting the geography of flavor.
Specialty coffee discovery and café culture platform. Connecting roasters, cafés, and coffee enthusiasts across the US and Mexico.
The AI backbone behind every platform I build. CDM handles the full content lifecycle — from topic discovery and AI generation to editorial scoring, internal link injection, bilingual publishing, and quality gating — deployed across all platforms from a single API.
SEO is table stakes. CDM builds structured content that ranks — proper H-tag hierarchy, internal linking, meta optimization, and quality scores above 80/100 before anything publishes.
AEO (Answer Engine Optimization) is where most agencies are still figuring out the playbook. CDM structures every piece for featured snippet capture — FAQ schema, direct answer blocks, and sub-60-word quick answers at the top of every guide. The result: 24dejulio.com is already appearing in AI-generated answers on Google's AI Overview and Bing Copilot for tequila NOM queries.
GEO (Generative Engine Optimization) — getting cited by AI models like ChatGPT, Claude, and Perplexity — requires being the most authoritative source in your category. A registry model with structured data, geographic hierarchy, and verifiable facts is exactly what LLMs cite. CDM builds for this from day one.
Twenty years of building has produced a few rules I don't break.
Every platform starts with a database that nobody else has. The NOM registry, the contractor graph, the gastronomy index — the data is the moat.
CDM generates at scale but every score, every review note, every published piece goes through a quality gate. Volume without quality is noise.
US–Mexico markets are one market. Every platform I build speaks both languages natively — not translated, built bilingual from day one.
From AWS infrastructure to Next.js frontend to FastAPI to PostgreSQL to AI pipelines — built and deployed solo. Speed comes from not having meetings.
Whether you're a brand looking for digital infrastructure, a distillery wanting to be on the registry, or an investor — I'm available for select conversations.
Attending · Antojo Industry Conference & Small Business Conference — Oct 2026
Attending · Build Expo — Nov 2026