I work at the intersection of AI engineering, product architecture, and full-stack software. My focus is turning new AI capabilities into usable systems: reliable interfaces, clear workflows, responsible automation, and infrastructure that can actually run in production.

Current areas of focus:

• AI-native products that combine LLMs, agents, retrieval, structured workflows, and human review
• Full-stack applications with React, Next.js, TypeScript, Python, and API-first backend design
• Bilingual and localized software for English and Spanish-speaking audiences
• Responsible AI implementation with practical controls around accuracy, safety, and transparency
• Founder-led product work through TriHerm

Languages        TypeScript, Python, JavaScript
Frontend         React, Next.js, Vite, Tailwind CSS, shadcn/ui, Radix UI
Backend          FastAPI, Express, serverless APIs, REST integrations
Data             PostgreSQL, Supabase, JSON, RSS/XML parsing, data pipelines
AI               OpenAI, Gemini, LLM workflows, agents, inference optimization
Infra            Docker, Vercel, self-hosted services, GitHub Actions
Quality          TypeScript strict mode, ESLint, Vitest, pragmatic testing

• Ship useful systems: AI should reduce friction, not add another confusing layer.
• Design for production: latency, cost, observability, permissions, and failure modes matter early.
• Keep the interface honest: the user should know what the system can do, what it cannot do, and when a human needs to decide.
• Build for more than one audience: localization, accessibility, and clear language are product requirements, not polish.

I write about AI, product, and technology on blog.triherm.com.

Recent topic:

• El rol de la IA en el desarrollo de software del futuro — how AI is becoming part of everyday software engineering, and why the strongest teams combine human judgment with model-driven acceleration.

I am interested in work around:

• AI product development for startups, SMBs, and technical teams
• LLM-powered internal tools, assistants, and workflow automation
• Multilingual SaaS and web platforms
• Responsible AI strategy and implementation
• Technical writing, research, and open-source developer tools