Independent delivery, real outcomes.

Independent Practice

• Founded an independent practice specialised in enterprise-grade AI infrastructure.
• Lead strategic direction and technical architecture across healthcare, financial services and private sector engagements.
• Results-first methodology prioritising ROI, timeline adherence and long-term scalability.

Private Sector — Costa Rica

• End-to-end delivery: discovery → architecture → production deployment, independently.
• Eliminated repetitive manual tasks through custom tooling, freeing staff for higher-value work.
• Stack: Python · Replit · Claude · Gemini · Firebase · Supabase.

Healthcare — Dental Clinics

• AI-driven appointment management and patient follow-up — reduced no-shows and automated confirmations.
• Post-treatment communication pipelines with intelligent agents — improved retention and satisfaction.

HP Employee Solidarity Association (ASEHP)

• Built control and tracking tools for critical association data — fewer manual errors, improved traceability.
• Digital solutions that reduced administrative burden and improved member response times.

Cía. Folclórica Orgullo de mi Patria

• Built generative-AI repositories for processing and curating institutional historical archives.
• Automated digital asset pipeline for international institutional positioning.

Volunteer Corps & Social Responsibility

• Managed high-responsibility projects with self-management and efficient workflows.

FinTech Expansion Engagement — LATAM

• Led a six-country market study covering demand, regulation and competitor positioning.
• Delivered a go/no-go framework with quantified TAM/SAM/SOM per market.
• Recommendations adopted for the regional rollout strategy.

Independent — AI Adoption Programs

• Built ROI and payback models for AI initiatives across multiple industries.
• Designed Monte Carlo scenarios and sensitivity analysis for board-level decisions.
• Delivered executive reports translating technical investment into financial outcome.

Retail & SaaS Clients

• Designed continuous competitor monitoring with AI-driven signal extraction.
• Automated pricing change alerts and product launch tracking.
• Reduced manual research time by an order of magnitude.

Regional Retail Group

• Built SKU-level demand forecasting reducing stockouts and overstock.
• Weekly auto-retraining pipeline integrated into operational dashboards.

Mid-size Operations — Costa Rica

• Friction mapping across critical processes with quantified savings opportunities.
• Delivered prioritised automation roadmaps tied to measurable ROI.

Service-Sector Clients — LATAM

• Deployed 24/7 inbound voice agents for triage, booking and escalation.
• Cut after-hours missed calls to near zero and improved CSAT scores.

Finance & Legal Operations

• Built OCR + LLM pipelines for invoices and contracts with 98% extraction accuracy.
• Integrated structured output into client ERPs eliminating manual data entry.

Enterprise Knowledge — Multi-client

• Designed private retrieval-augmented chat over internal SOPs and contracts.
• Role-based access, source citations and full audit trail for compliance.

Independent — LATAM Teams

• Authored internal AI playbooks, prompt libraries and onboarding materials.
• Trained operational and executive teams on responsible AI adoption.