Tomáš Novák, ai application engineer

Tomáš Novák

Senior AI Application Engineer

Prague, Czechia · Europe/Prague (UTC+2) · 10 years of experience

Tomáš 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

Technical Knowledge Search

industrial software

Designed and delivered a customer-facing AI application focused on AI search and knowledge products; lifted successful self-service searches by 29% across 180,000 technical documents. The release included accessible UX, typed model contracts, regression tests, observability, and cost-aware deployment.

TypeScriptReact

Answer Feedback Console

industrial software 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 AI search and knowledge products delivery for a industrial software team and lifted successful self-service searches by 29% across 180,000 technical documents.

AI Application Engineer

2016–2022

industrial software product company (confidential) · Prague, Czechia

  • Built production systems in industrial software, 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

TypeScript10 years
React9 years
Next.js8 years
Python7 years
FastAPI10 years
LLM APIs9 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

Google Cloud Professional Cloud Developer

Google Cloud · 2025 · Certified

AWS Certified Generative AI Developer – Professional

Amazon Web Services · 2026 · Certified

Communication

Languages

English

Fluent

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