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cv.pdf ↓

open to work · remote

Patryk Makuch
AI Engineer Software Engineer

I deliver software end to end — from design through frontend, backend and DevOps — and lean on AI tooling to ship faster without cutting corners.

view projects →cv.pdf ↓
cat stack.yamlai: ai-integration, ai-workflows, ragbackend: python, fastapi, nestjs, postgrescloud: aws, azure, dockerfrontend: typescript, vue
[01] projects

Selected projects

architecture / RAG pipeline
  1. documents
  2. parsing
  3. chunking
  4. embeddings
  5. pgvector
  1. question
  2. query rewrite
  3. retrieval top-k
  4. LLM re-rank
  5. LLM
  6. UI
[replace with your project diagram]
★ featured

AI Book Chat

Upload a PDF and ask questions about it. Answers stream in with the pages they came from, backed by a local RAG pipeline.

role
backend, RAG pipeline, React UI
effect
streamed answers with page citations
  • rag
  • python
  • fastapi
  • pgvector
  • celery
  • ollama
  • react
code ↗(opens in a new tab)case study →
all projects →
[02] experience

Experience

  1. ● currentApr 2026 — now

    Senior Software Engineer

    The Codest · Warszawa

    • Build backend platform endpoints and features in Python/FastAPI, plus end-to-end test suites covering full request paths.
    • Refactor core UI library components and maintain Storybook docs for shared internal products.
    • Use AI coding tools daily to speed up delivery and raise code-review quality.
  2. ○ previousJul 2024 — Apr 2026

    Senior Software Engineer

    Coldrun · Warszawa

    • Architected a centralized API gateway platform — JWT auth, versioning, rate limiting and security policies — with resilient retry-based integrations to external systems.
    • Designed a 100+-parameter order management module.
    • Led the Vue 2 → Vue 3 migration and co-created a PrimeVue + Tailwind design system adopted by 3 internal apps.
  3. ○ previousFeb 2022 — Mar 2024

    Frontend Developer

    Ergonode.com (PIM) · Kraków

    • Aligned API contracts with backend engineers and integrated deeply nested GraphQL APIs for complex product data models.
    • Profiled and fixed performance bottlenecks in data-heavy views; led a PIM redesign that cut support requests and improved onboarding completion.
[03] stack

Technologies

ai / llm · main focus

  • LLM API integrations
  • AI workflows and agents
  • Embeddings, vector databases
  • LLM evaluation
  • RAG

backend

  • Python
  • FastAPI
  • Node.js
  • NestJS
  • PostgreSQL

cloud / devops

  • AWS
  • Docker
  • CI/CD
  • Git

frontend

  • TypeScript
  • Vue
  • Nuxt.js
  • Tailwind CSS
Portrait of Patryk Makuch
Patryk MakuchKraków · remote
[04] about me

Who I am

Senior software engineer with 9+ years shipping full-stack systems and API platforms — now pairing that with heavy day-to-day use of LLMs and AI tooling to design, review and ship faster.

I've owned services end to end: API gateways, PostgreSQL schemas, NestJS/FastAPI backends, Vue frontends, Docker and CI/CD pipelines. Day to day that now includes AI experiments and LLM-assisted workflows — from evaluating model output to using AI coding tools as a daily driver across the stack.

currently
Senior Software Engineer at The Codest, building full-stack features.
looking for
Software Engineer roles where I can own real product work end to end, with AI tooling as part of the craft.
outside code
Mountain trails and morning runs — best debugging happens off-screen.
[05] contact

Let's build something
with AI.

mail makuchpatryk@gmail.com
github ↗(opens in a new tab)linkedin ↗(opens in a new tab)