TRYP Mexico
Operations and process standardization across three distribution centers, with reporting workflows, vendor onboarding, automation, and quality/compliance coordination.
01 // Profile
I am an interdisciplinary professional navigating the complex intersections of science, technology, and operational realities.
My background as a Biotech PhD provided the analytical rigor. My experience in high-growth operational environments and regulated industries built the strategic execution. I am a hands-on builder, systems-oriented, and execution-heavy.
I work at the intersection of product, operations, and AI execution — using vibe coding and multi-model workflows to turn ambiguous problems into real, shipped software while keeping the process discipline that complex environments demand.
02 // Core Capabilities
AI-Native Product Development, strategy and operations, compliance and market readiness, traceability, documentation, quality systems, automation, AgTech, and cross-functional implementation.
AI Toolchain
"I use AI as an execution system, not autocomplete. My workflow includes persistent briefing files per model and context systems that guide implementation, debugging, and architectural decisions."
Swipe to see more tools
Anthropic / Claude
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Claude SonnetArchitecture · Complex code · QA
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Claude CodeAgentic CLI coding
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Claude CoworkAgent orchestration
OpenAI
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ChatGPTIdeation · Drafts · Second opinion
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CodexCode generation
Google & Local
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GeminiCross-review · Long context
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Google AntigravityCloud execution
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NotebookLMResearch synthesis · Knowledge base
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StitchUI design & prototyping
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Qwen Code 2.5 7BLocal inference · Offline tasks
Context & Knowledge
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ObsidianContext management · Knowledge base
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NotionProduct HQ · Documentation
03 // Vibe Coding - Shipped Projects
Swipe to see more projects
Beauty Studio Copilot
Solo Builder · Product Engineer · LATAM · 2026 — PresentSaaS platform for beauty studios — built solo from zero to production and validated by a real user today. Replaces fragmented WhatsApp + Google Sheets workflows with a structured operating system for beauty businesses.
20+features in prod
45+unit tests
1solo builder
- ›Full management system: multi-tenant auth, client CRM, Google Calendar sync, assisted messaging (WhatsApp), loyalty system, checkout & finances, multi-staff with roles, KPI dashboards, automated reminders, and mobile-first UX.
- ›Full product ownership: definition, UX decisions, implementation, backlog management, debugging, and continuous iteration.
- ›Production monitoring with Sentry, 45+ unit tests, strict TypeScript and ESLint — no shortcuts.
Next.js App Router
TypeScript
Firebase Auth
Firestore
Cloud Functions
Google Calendar API
OAuth2
Twilio
SendGrid
Sentry
Viajero Sediento
Product Builder · Real client · 2026Mobile-first digital catalog and admin platform for a real tap room — Nordic aesthetic, individual beer sheets, full CRUD with image upload and state management. Staff uses the admin panel daily in operations.
Next.js
TypeScript
Firebase Auth
Firestore
Firebase Storage
App Hosting
04 // Selected Experience
TraceLab Consulting
Business strategy, operations, compliance, and market readiness for early-stage and growth-stage brands translating technical and regulatory needs into practical systems.
Urbn Leaves
AgTech venture focused on urban agriculture, hydroponics, controlled-environment systems, traceability, and decentralized food production.
05 // Historical Timeline
Recent timeline highlights include TraceLab Consulting, Tryp Mexico, Urbn Leaves, Baja Biotech, academic research, and INC Research / Syneos Health.
06 // Credibility & Substance
Core themes across the work include AI-native product development, vibe coding & multi-model orchestration, solo builder — zero to production, context engineering & structured AI workflows, operations & process standardization, compliance & regulatory systems, traceability & documentation, AgTech & urban agriculture, and startup & high-growth environments.
06 // Field Notes
A space to publish ideas, curiosities, and things I genuinely like.
This section is more open: essays, notes, references, personal interests, work reflections, and whatever feels worth sharing at the moment.
Systems
Vibe coding is not what you think
Everyone has an opinion on vibe coding. Most of them are wrong. Here is what it actually takes to build real things with AI — and why the barrier it removes is not the one people think.
Operations
How I design operating systems for messy, fast-moving teams
A practical framework for turning fragmented workflows, undocumented decisions, and reactive execution into a system the team can actually run.
Ideas
Why Interests Shape the Systems We Build
A reflection on how urban agriculture, 3D printing, traceability, and experimentation shape the way I think about systems, operations, and innovation.
Ready to build something real?
Whether you need an AI-native product built from scratch, want to structure an early-stage startup with solid operational systems, or want to explore how vibe coding can accelerate your execution. Let's work.