Jakub Lewandowski, ai application engineer

Jakub Lewandowski

Senior AI Application Engineer

Wrocław, Poland · Europe/Warsaw (UTC+2) · 11 years of experience

Jakub focuses on shipping dependable AI product experiences from typed APIs through production UX.

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Why this profile fits

Product-quality AI UX

Builds responsive, accessible interfaces that make uncertainty, sources, progress, and recovery understandable.

Typed model contracts

Uses structured outputs, validation, regression tests, and fallbacks to keep model behavior inside the application contract.

Full-stack ownership

Ships the interface, service, data path, observability, and deployment as one operable product.

Relevant toolkit

TypeScriptReactNext.jsPythonFastAPI

Delivery evidence

Selected work

Service Scaffold Copilot

cloud infrastructure

Designed and delivered a customer-facing AI application focused on developer-facing AI tools; cut internal service scaffold time from two days to 35 minutes with policy-aware generation. The release included accessible UX, typed model contracts, regression tests, observability, and cost-aware deployment.

TypeScriptReact

Infrastructure Change Explainer

cloud infrastructure operations

Built the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.

TypeScriptPython
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Relevant experience

Career timeline

Senior AI Application Engineer

2023–Present

Devlyn client assignments · Remote

  • Led developer-facing AI tools delivery for a cloud infrastructure team and cut internal service scaffold time from two days to 35 minutes with policy-aware generation.

AI Application Engineer

2015–2022

cloud infrastructure product company (confidential) · Wrocław, Poland

  • Built production systems in cloud infrastructure, with increasing ownership of reliability, testing, and stakeholder delivery.

Skill depth

Show experience in context.

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

Relevant experience by skill

TypeScript11 years
React10 years
Next.js9 years
Python8 years
FastAPI11 years
LLM APIs10 years
See the complete skill index

Languages

PythonTypeScriptSQLBash

Frameworks

ReactNext.jsPythonNode.jsPostgreSQLPydantic

Tools

PlaywrightDockerOpenTelemetryGitHub ActionsDocker

Platforms

AWSGoogle CloudAzureVercel

Storage

PostgreSQLRedispgvectorS3

Paradigms

Product engineeringStreaming UXStructured outputsEvaluation-driven releases

Credentials

Certifications

NVIDIA-Certified Associate: Generative AI LLMs

NVIDIA · 2025 · Certified

Google Cloud Professional Cloud Developer

Google Cloud · 2024 · Certified

Communication

Languages

English

Fluent

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