Project & Operations · AI & Data

JoãoCarapeto

I connect business needs with technology and operations, turning complex requirements into structured projects, scalable operating models and solutions people actually use.

I build things that keep working without me.

Scalable models, adopted tools and teams that run on their own. That is the measure I use for every project.

Project and operations leader with 14 years in project management and 20+ years in digital. I structure and scale multidisciplinary operations, bringing together project management, technology, data, digital operations and creative teams in multi-stakeholder, high-demand environments.

I work AI-first. Before I design a process, plan a project or create anything, I start by asking what AI can do in it: where it speeds up execution, where it improves the process and where it raises the quality of the delivery. Then I build the workflow around that, keeping people focused on judgement, decisions and the work that needs them.

Today I oversee operations, technology and client delivery at Global AD, a B2B digital marketing and communications agency, applying AI and data to real business operations. Over the years I have led digital projects and operations for companies across industrial, financial, energy and consumer sectors.

In numbers

  • 20+years in digital
  • 14years leading projects & operations
  • ~60people in the organisation I run operations for
  • 3countries lived and worked in

How I work

  1. AI first, by default

    Every process, plan or deliverable starts with one question: how can AI move this forward? I redesign the work around the answer, cutting execution time and improving what gets delivered.

  2. From loose problem to executable plan

    I turn loosely structured problems into plans with clear scope, priorities, owners and delivery tracking.

  3. Risks seen early

    I focus on risks and dependencies and spot early where a project might stall, before it becomes expensive.

  4. Adoption, not just delivery

    A solution counts when people use it. I follow through until the work sticks, including training teams to work with AI in their daily routines.

  5. Three perspectives

    Business, operations and product/technology. I build prototypes, work with data and automation, and talk directly with engineering.

Skills & Tools

Skills

AI & Data

  • AI-first Workflow Design
  • Generative AI
  • LLM-enabled Workflows
  • AI Agents
  • AI Adoption & Enablement
  • Prompt Design
  • Data Platforms

Project & Delivery

  • Project Management
  • Delivery Management
  • Agile & Hybrid
  • Scrum
  • Kanban
  • Scope Management
  • Estimation
  • Capacity Planning
  • Risk & Dependency Management
  • PMO & Governance

Operations & Transformation

  • Operating Models
  • Squad Model Design
  • Process & Workflow Design
  • Change & Adoption
  • Digital Transformation
  • KPIs & NPS
  • Pricing & Team Sizing

Product & UX

  • Discovery
  • Requirements Gathering & Analysis
  • Solution Design
  • Prioritisation
  • Information Architecture
  • Wireframing
  • Prototyping
  • Usability Testing

People & Stakeholders

  • C-level Stakeholder Management
  • Cross-functional Leadership
  • Leadership Development
  • Remote Team Leadership
  • Vendor & Partner Management

Methodologies

  • Design Thinking
  • Double Diamond
  • Lean Startup

Languages

  • Portuguese
  • English
  • Spanish

Tools

AI Tools

  • Claude
  • ChatGPT
  • Gemini
  • Midjourney
  • Nano Banana

Build & Prototyping

  • Next.js
  • Supabase
  • Vercel
  • Lovable
  • Claude Code
  • GitHub
  • GitHub Actions
  • Docker
  • PostgreSQL
  • SQLite

Data Tools

  • Google BigQuery
  • Looker Studio
  • Google Analytics
  • Google Sheets

Project Tools

  • ClickUp
  • Basecamp
  • Smartsheet
  • Trello
  • ActiveCollab
  • Runrun.it
  • Operand
  • Miro
  • Google Workspace

Design

  • Figma
  • Photoshop
  • Illustrator

Monitoring & Marketing

  • Stilingue
  • Buzzmonitor
  • V-Tracker
  • RD Station
  • WordPress

Experience

  1. 2016 – Present

    Project & Operations Manager | COO

    Global AD

    • Oversee operations, technology and client delivery in a ~60-person organisation.
    • Led the transition from a specialty-based to a squad operating model without stopping the operation.
    • Lead the use of AI and data in operations.
    • Designed processes for briefing, estimation, prioritisation, capacity planning, resource allocation and delivery tracking, plus leadership rituals and KPIs.
    • Manage senior internal and client stakeholders, including C-level, translating business needs into project structures, technology initiatives and delivery models.
    • Own team composition, capacity planning and pricing of new projects, sizing roles, hours and risks before contracts are signed.
    • Take part in consultative sales processes, assessing the operational and financial feasibility of new projects and account expansion.
    • Built structures that run without depending on me and developed leaders who now run their own teams.

    Selected clientsVale · Gerdau · Klabin · CBMM · ENGIE · Tramontina

  2. 2015 – 2016

    Digital Project Manager

    W3haus

    • End-to-end digital projects and products for corporate clients in consumer goods, retail, industrial and services, managing scope, dependencies and risks across strategy, creative, UX and technology.

    Selected clientsAlelo · Bauducco · Bayer · Coral · Kinder · Melitta · O Boticário · Petrobras

  3. 2012 – 2014

    Digital Project Manager

    CUBOCC

    • Full lifecycle of digital campaigns and web projects for global brands.

    Selected clientsKitKat · Lenovo · Nissan · Reckitt Benckiser · Samsung · Unilever

  4. 2011 – 2012

    Information Architect & UX Specialist

    3YZ

    • Requirements, user journeys, information architecture, wireframes and usability tests for retail, banking and corporate clients.

    Selected clientsBanco Original · Lojas Renner · Panvel Farmácias · RBS TV · Tramontina

  5. 2003 – 2011

    Earlier experience

    Portugal & Brazil

    • Art direction, graphic design and web design in advertising, design and digital agencies.

Education

  • Master's in Strategic Design

    Unisinos - Universidade do Vale do Rio dos Sinos, Brazil

    2012

    Thesis on Strategic Design and Scrum in web project processes.

  • Bachelor's in Graphic Design

    UFPel - Universidade Federal de Pelotas, Brazil

    2009

  • Communication Design

    UP - University of Porto, Portugal

    2007 – 2008

    Academic exchange.

  • Technical Course in Industrial Design

    IFSul - Instituto Federal de Educação, Ciência e Tecnologia Sul-rio-grandense, Brazil

    2002

Let's talk.

The best way to reach me is on LinkedIn.

Base

  • Spain · CET / CEST
  • EU Citizen

Focus

  • Projects, operations, AI & data

Languages

  • Portuguese, English, Spanish