Full-stack developer and AI engineer, focused on building useful, well-designed systems at the intersection of product, UX, and applied AI.

I’ve worked across fintech, crypto, enterprise software, and early-stage startups and I care deeply about clarity, leverage, and systems with the right level of complexity.

An AI-powered competitive intelligence platform for founders.

• Rapid discovery of similar startups across multiple sources
• Deep, agent-based research pipelines
• Designed as a tool for discovery and invention, not just analysis
• Bootstrapped, product-led, founder-first

The long-term vision is FSS as a thinking partner for invention: “I want to build X → here’s what exists, what’s missing, and where the opportunity lies.”

Active contributor to the LangChain deep-agents ecosystem, with a focus on UI, developer experience, and agent usability.

• Deep Agents UI — UI & behavior improvements
  langchain-ai/deep-agents-ui#35
• Deep Agents UI — UX refinements and fixes
  langchain-ai/deep-agents-ui#30

• Deep Agents Quickstarts — onboarding & usage feedback
  langchain-ai/deepagents-quickstarts#8
• Deep Agents Core — agent architecture & behavior
  langchain-ai/deepagents#385
• Deep Agents Discussions — design and usage patterns
  langchain-ai/deepagents#758

I tend to contribute where developer friction, UX clarity, and system design intersect — especially in AI tooling.

• LLM-powered systems & agent orchestration
• AI-assisted research and discovery workflows
• Frontend architecture for complex products
• Human-centered design for technical tools
• Turning vague ideas into structured, usable systems

• Autodesk — enterprise-grade software development
• Central Bank of Chile — technical support & systems exposure
• Cumplo (Fintech) — software development
• Orionx (Crypto exchange) — frontend engineering
• FindSimilarStartups — founder, product, engineering

I’ve seen systems from regulated institutions to zero-to-one startups, which strongly shapes how I design products.

• Good systems have just enough complexity
• UX is a core feature, not polish
• AI should reduce cognitive load, not add magic
• Feedback loops > static outputs
• Shipping > theorizing

I’m heavily influenced by human-centered design, systems thinking, and real-world constraints.

Frontend

• TypeScript · React · UI systems · UX engineering
• NextJS

Backend

• Node.js · APIs · data pipelines
• Python

AI

• LLMs · agent systems · applied GenAI
• LangChain ecosystem

• Lot's of training
• Deep conversations, books, and quiet cafés
• Short weekend escapes & sunsets
• Long-form thinking about meaning, systems, and craft

I value discipline, reflection, and long-term arcs — in both life and work.