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RaulMermans/README.md

Raúl Mermans

Multidisciplinary builder working across AI, product, data, strategy, and creative systems.

I build tools, workflows, dashboards, and digital products that turn complex ideas into structured, usable systems. My work moves across business intelligence, marketing technology, automation, forecasting, content systems, interface design, and creative strategy.

I am interested in how technology can support better thinking: clearer decisions, stronger execution, sharper storytelling, and more intelligent workflows.


What I Do

I work across several connected areas:

  • AI-assisted workflows and internal tools
  • Business intelligence dashboards and decision-support systems
  • Marketing, campaign, and performance analysis tools
  • Data analysis, forecasting, and reporting systems
  • Product prototypes and interface design
  • Creative strategy, brand systems, and digital storytelling
  • Automation layers that make complex processes easier to manage

My projects are intentionally varied. They are experiments in applying technical thinking to different kinds of problems: strategic, analytical, operational, creative, and commercial.


Selected Projects

A campaign strategy workspace for transforming rough briefs into structured campaign directions, audience hypotheses, risk reviews, and exportable planning artifacts.

Focus areas:
AI workflows · campaign strategy · decision support · structured planning


An editorial workflow system that helps transform topics into source-aware draft packages with validation, scoring, and review steps.

Focus areas:
AI writing systems · research workflows · content operations · validation logic


A spreadsheet intelligence tool that turns CSV/XLSX files into structured business reports and analytical outputs.

Focus areas:
Data analysis · business reporting · AI-assisted insight generation · file-based workflows


A website analysis system that captures public evidence, scores performance signals, and generates structured audit reports.

Focus areas:
Website intelligence · automation · scoring systems · full-stack product workflows


A performance command center for campaign, segment, revenue, and saturation analysis.

Focus areas:
Marketing analytics · dashboard design · revenue intelligence · performance monitoring


A demand forecasting and inventory risk platform built around raw commerce data and deterministic machine-learning workflows.

Focus areas:
Forecasting · commerce data · ML pipelines · operational intelligence


A competitive intelligence dashboard for benchmarking companies, markets, or business units through structured calculations and executive-facing views.

Focus areas:
Benchmarking · business intelligence · data contracts · dashboard architecture


A personal portfolio system combining brand strategy, visual direction, case studies, AI/product work, and creative storytelling.

Focus areas:
Brand systems · narrative design · front-end execution · creative identity


Technical Areas

Languages
Python · TypeScript · JavaScript

Frontend
React · Next.js · Tailwind CSS · Vite

Backend and Data
FastAPI · PostgreSQL · Pandas · CSV/XLSX workflows · ML pipelines

AI and Automation
LLM workflows · structured prompts · validation gates · human-in-the-loop systems · report generation

Product and Strategy
Dashboards · internal tools · campaign systems · business intelligence · creative workflows · digital products


How I Think

I use code as a way to structure ideas.

For me, building is not only about shipping features. It is about designing systems that help people understand, decide, create, and act with more clarity.

The common thread across my work is not one industry or one type of product.
It is the ability to move between disciplines and connect them:

  • strategy with execution
  • creativity with structure
  • data with narrative
  • automation with human judgment
  • interfaces with decision-making

That is the kind of work I want to keep building: intelligent, useful systems that sit between business, creativity, and technology.


Current Direction

I am currently exploring:

  • AI-native internal tools
  • Business and marketing intelligence systems
  • Data-driven strategy workflows
  • Creative automation
  • Product prototypes
  • Dashboards for decision-making
  • Systems that help teams move from information to action

Links


Building across disciplines — where strategy, technology, data, and creativity meet.

Pinned Loading

  1. demand-OS demand-OS Public

    Demand forecasting and inventory risk platform — deterministic ML pipeline on raw commerce data

    Python

  2. BlogAgent BlogAgent Public

    Evidence-aware editorial AI workflow that turns topics into source-grounded draft packages using query contracts, source scoring, candidate validation, claim checks, and copy-readiness gates.

    Python

  3. website-auditor website-auditor Public

    Evidence-bounded website audit workflow with deterministic scoring, public evidence capture, and bounded LLM synthesis.

    TypeScript

  4. campaign-sandbox campaign-sandbox Public

    AI campaign strategy workspace for transforming messy briefs into campaign routes, synthetic audience hypotheses, risk reviews, human-selected plans, and exportable strategy artifacts.

    TypeScript

  5. benchmark_dashboard benchmark_dashboard Public

    Reusable competitive intelligence dashboard framework with benchmark calculations, schema validation, and executive-facing views.

    JavaScript

  6. campaign-pulse campaign-pulse Public

    Newsletter performance command center for campaign, segment, revenue, and saturation intelligence.

    TypeScript