Vinay, ai infrastructure engineer

Vinay

Senior AI Infrastructure Engineer

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

Vinay focuses on reliable, observable, and cost-efficient compute platforms for AI workloads.

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Why this profile fits

Reliable AI compute

Runs Kubernetes and GPU platforms with workload isolation, SLOs, capacity controls, and recovery procedures.

Infrastructure as code

Makes environments repeatable through reviewed modules, GitOps, policy checks, and controlled change.

Cost and capacity discipline

Connects utilization, latency, availability, and unit economics to practical scaling decisions.

Relevant toolkit

KubernetesTerraformNVIDIA GPUsPrometheusArgo CD

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.

Senior Software Engineer

Jul 2025–Present

ViitorCloud Technologies · 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 Engineer

Jul 2021–Jul 2025

ViitorCloud Technologies · 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

HashiCorp Certified: Terraform Associate (004)

HashiCorp · 2025 · Certified

Communication

Languages

Portuguese

Native

English

Fluent

Spanish

Conversational

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