I design and build decision systems that connect AI, data, product, and brand.
I use code to turn complex ideas, fragmented information, and ambiguous workflows into structured products, analytical tools, and digital experiences.
My work combines technical execution, business logic, visual judgment, and human-centered product design.
Operational simulation and decision-support product for testing service-workflow changes before implementing them.
OpsTwin compares operational scenarios—such as adding staff or reducing processing time—through paired simulations, uncertainty analysis, risk evidence, and structured decision outputs.
Role: Product design · Architecture · Implementation · Verification
Focus: Operational intelligence · Simulation · Decision support · Product engineering
Stack: Next.js · React · TypeScript · FastAPI · Python · SimPy
Evidence-bounded website intelligence system that captures public signals, generates deterministic findings, and translates them into structured strategic insights.
The product combines browser automation, scoring systems, AI synthesis, and report generation to move from raw website evidence to actionable recommendations.
Focus: Applied AI · Browser automation · Scoring systems · Strategic intelligence
Stack: Next.js · TypeScript · FastAPI · Python
AI-assisted campaign strategy workspace that transforms rough briefs into structured strategic routes, audience hypotheses, risk reviews, and execution-ready plans.
The system is designed around human review, structured generation, and clearer decision-making rather than one-click creative output.
Focus: Applied AI · Campaign strategy · Decision support · Human-in-the-loop workflows
Stack: TypeScript · React · Structured LLM workflows
- Campaign Pulse — Marketing intelligence dashboard for campaign performance, audience pressure, revenue, targets, and segment movement
- DataBrief AI — Spreadsheet intelligence and grounded business reporting
- DemandOS — Demand forecasting and inventory-risk intelligence
- BlogAgent — Evidence-aware editorial workflow system
- TerritoryOps Spain — Real-estate opportunity and pipeline console
- Benchmark Dashboard — Competitive benchmarking and scenario forecasting
- Portfolio — Personal portfolio and case-study platform
Structured generation, agentic workflows, validation systems, automation, internal tools, and human review.
Simulation, forecasting, dashboards, reporting, campaign analytics, scoring systems, and operational intelligence.
Product strategy, interface design, positioning, narrative structure, creative direction, and digital experiences.
Languages Python · TypeScript · JavaScript
Frontend Next.js · React · Tailwind CSS · Vite
Backend and Data FastAPI · PostgreSQL · Pandas · SimPy · CSV/XLSX workflows · Machine-learning pipelines
AI and Automation LLM workflows · Structured outputs · Validation gates · Human-in-the-loop systems · Browser automation · Report generation
I use code as a way to structure ideas.
Across my work, I connect:
- Strategy with execution
- Data with narrative
- Automation with human judgment
- Interfaces with decision-making
- Technology with brand and culture
I am interested in building systems that help people understand complexity, evaluate alternatives, and act with greater clarity.
Building useful systems at the intersection of technology, business, and culture.