Diogo Marques, forward-deployed engineer

Diogo Marques

Forward-Deployed Engineer (Junior)

Lisbon, Portugal · UTC+0 (WET, Lisbon) · 2 years of experience

Diogo focuses on taking enterprise AI integrations from pilot to production and daily use.

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Why this profile fits

Enterprise CRM and ERP integration

Connects AI features to systems such as Salesforce, Dynamics, SAP, internal APIs, and operational data.

Customer-embedded delivery

Works inside the client environment, turns unclear requirements into a shipped workflow, and closes the last-mile gap.

Production governance

Builds observable services, approval gates, access boundaries, and a rollout path teams can operate.

Relevant toolkit

PythonTypeScriptPostgreSQLReactDocker

Delivery evidence

Selected work

Support Copilot for Logistics Operations

Logistics scale-up

An embedded, Claude-powered assistant that let support agents answer shipment routing questions from one interface instead of three separate tools. It resolved 78% of queries without escalation and cut average handle time from 6 minutes to under 90 seconds across 40 agents.

PythonFastAPI

GPT Onboarding and Activation Flow

B2B SaaS startup

A guided, GPT-assisted onboarding experience that generated tailored setup checklists for each new workspace. Shipped from prototype to production in three weeks and lifted new-workspace activation by 23% over the following two months of measurement.

TypeScriptNext.js
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Relevant experience

Career timeline

Forward-Deployed Engineer (Junior)

Jun 2024–Present

Devlyn (AI-native staffing) · Lisbon, Portugal (Remote)

  • Embedded with three client teams across SaaS, logistics, and fintech, owning AI features end to end from discovery through production rollout.

Junior Full-Stack Developer

Sep 2023–May 2024

B2B SaaS product studio · Lisbon, Portugal

  • Delivered full-stack features for a B2B SaaS product on a React and Node.js stack, closing 60+ tickets across the frontend and API layers.

Software Engineering Intern

Feb 2023–Aug 2023

Digital product agency · Lisbon, Portugal

  • Contributed to client web applications in a React and Python codebase, shipping scoped features under mentorship in one-week sprints.

Skill depth

Show experience in context.

VerbalCommunicationDomainUnderstandingProblemSolvingCodeQualitySystemDesignDeliverySpeed
Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Python2 years
TypeScript2 years
React2 years
Claude / GPT APIs2 years
PostgreSQL2 years
FastAPI1 year
GraphQL1 year
Docker1 year
See the complete skill index

Languages

PythonTypeScriptJavaScriptSQLHTMLCSS

Frameworks

ReactNext.jsFastAPIExpressAstroNode.js

Libraries/APIs

Claude APIOpenAI GPT APIAnthropic SDKLangChainPydanticRESTGraphQLZod

Tools

DockerGitGitHub ActionsPostmanVitepytestPlaywright

Paradigms

Prompt engineeringRetrieval-augmented generationTest-driven developmentEvent-driven architectureHuman-in-the-loopAgentic workflows

Platforms

AWSVercelCloudflareRenderSupabase

Storage

PostgreSQLpgvectorRedisSQLite

Other

Solutions engineeringTechnical discoveryUser shadowingCI/CDObservability

Education

Formal background

BSc, Computer Science and Engineering

Instituto Superior Tecnico, University of Lisbon · 2020–2023 · Final capstone project graded 18/20

Bootcamp Certificate, Applied Machine Learning and Data Science

Le Wagon Lisbon · 2023–2023

Credentials

Certifications

Salesforce Certified MuleSoft Developer

Salesforce · 2025 · Certified

Salesforce Certified Platform Developer I

Salesforce · 2024 · Certified

Communication

Languages

Portuguese

Native

English

Fluent

Spanish

Conversational

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