I build private, high-ticket customer acquisition architectures, custom software infrastructure, and predictive financial models for select business ventures.
No intuition-based decisions. Every dollar deployed follows a three-stage validation architecture.
Extracting, cleaning, and testing real market data before deploying a single dollar in ad spend. Hypotheses are killed before they become expensive mistakes.
Building localized, high-converting customer journeys designed specifically for the target demographic — not generic templates, but precision-engineered funnels.
Turning validated funnels into automated, scalable corporate assets that require minimal manual operations — systems that compound over time.
Medical Tourism Portal
Software architecture and regional data-targeting funnel engineered to route international patients from Southern California into premium medical hubs in Baja California. End-to-end patient acquisition infrastructure.
Logistical Scaling Infrastructure
Development of internal predictive inventory systems and conversion rate optimization for automotive parts and high-demand consumer goods networks. Reducing fulfillment risk through ML-driven demand forecasting.
MiPymes Lab — Applied Research
Research and deployment of machine learning algorithms — Random Forest & Ridge Regression — to estimate and optimize the financial health and profitability metrics of small and medium enterprises. Translating academic research into actionable business intelligence for founders and institutional investors.
Behind every marketing strategy, there is scientific validation. No assumption goes untested, no model goes unvalidated.
Currently developing advanced predictive models within the Artificial Intelligence Lab at the Faculty of Graduate Studies and Research in Science and Engineering (MyDCI — UABC), specializing in process engineering and neural networks applied to real business environments.
This academic pillar guarantees that every growth architecture is backed by peer-reviewed methodology — not intuition, not trends.
Active Research Affiliation
AI Lab — Faculty of Graduate Studies & Research in Science and Engineering
MyDCI · Universidad Autónoma de Baja California · Ensenada, MX
Confidential Executive Document
Predictive Profitability for Small & Medium Businesses — ML Methodology & Implementation Framework
Access Upon Verified Request
Request AccessI do not run public marketing campaigns for myself because my focus is entirely dedicated to the growth pipelines of my private joint ventures. I only collaborate with select founders, certified medical specialists, and institutional investors.
Private Inquiry Form