AGAdrian Góra CV PDF

Available from 1 Nov 2026 · Poland · remote or hybrid

Adrian Góra

AI Engineer for manufacturing and engineering data

I build AI tools for manufacturing teams: document search that cites its sources, meeting and translation pipelines, and quoting from CAD models. Six years in software and three and a half in automotive CAD engineering.

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CV po polsku: PDF · wersja web

99,933terminology checks made by AI in 3 minutes, across 7,040 translated texts in 8 languages 2,200+commits in the last 12 months, most of them in private repos 5internal AI tools built at a manufacturer since February 2025

01Current role

Shipped at Wiśniowski

AI Engineer (official title: Specjalista ds. AI), Feb 2025 – present. Internal AI tools for a Polish manufacturer of industrial doors, gates and fences. The code is private; I can walk through any of it in an interview.

  1. Company-wide RAG assistant

    Deployed RAGFlow on a Linux server and connected it to Open WebUI as the company chat. It answers from the company's technical PDFs with complex layouts. Telemetry and monitoring are built for EU AI Act compliance.

    • RAGFlow
    • Open WebUI
    • Linux
    • Telemetry
    • EU AI Act

  2. Microsoft Teams meeting pipeline

    Scans one group's meetings in on-premises Outlook and switches on automatic recording. Transcripts and recordings come in through Microsoft Graph (webhooks and polling), and an LLM turns them into structured JSON reports.

    • Microsoft Graph
    • Outlook on-prem
    • TypeScript
    • Node.js
    • LLM

  3. AI translation portal

    Built an internal portal to replace lokalise.com. Gemini pre-translates every key, translators accept or fix it, and missing keys are flagged. To keep terms consistent across languages, I added statistics, translator helpers and a generated starting glossary. Every decision is logged, which shows how often the AI is right.

    • TypeScript
    • Gemini
    • OpenAI
    • Redis

  4. Process-route analytics

    Working on a prototype that lets engineers chat with historical production traces, test new settings and get suggested routes. A deterministic core computes the numbers, and experimental modules add an LLM and autoresearch.

    • Go
    • Python
    • LLM
    • Autoresearch

  5. AI interviews for process improvement

    After a 15-minute voice or text interview about someone's daily work, it writes an automation report, adds what it learned to an LLM wiki and turns repeatable tasks into SKILL.md files for agents. Runs on the Gemini managed-agents sandbox.

    • Gemini managed agents
    • TypeScript
    • LLM wiki
    • SKILL.md

02Selected projects

Projects with code you can read

Each one links to its code. Private repositories and earlier experiments are folded below.

Public code

Visual RAG for technical PDFs

Search and Q&A over product catalogues and technical PDFs with complex layouts: drawings, tables and dimension callouts. It finds the right page by how it looks, answers from the page image with a vision model and cites the page.

How it works
  • Searches page images and the PDF text together; adding the text search finds the right page more often than image search alone.
  • Seven search modes were compared on test questions with known answer pages. A paid query-rewriting step did not help, so it is off by default.
  • Web UI and API: choose a search mode per question, and every answer cites its page.

Thin layer over PixelRAG (StarTrail): the search modes, combined image and text search, testing and UI are mine.

  • Python
  • FAISS
  • BM25 + RRF
  • PixelRAG
  • Gemini
  • Claude
Code and benchmark
Public code

CAD quoting engine for machined parts

Quotes a machined part from its STEP file (a 3D CAD model) for a tool shop. Code measures the part and computes the price; an AI model reviews the machining process and risks the way a shop manager would.

STEP file → price
a 3D CAD model goes in, a quote in PLN comes out, based on the shop's own rates
How it works
  • Volume, mass, envelope and cost-driving features come from OpenCASCADE. Price is machining time × shop rate, and a physics-based floor on cutting time stops the model from inventing hours.
  • Preflight marks each check pass, fail or need-info with a cited source (ISO 2768, ISO 286, material data). Any fail or missing input makes the quote non-binding.
  • Web app for estimators who don't program: 3D preview, 2D drawing input, editable rates, print to PDF and a make-or-buy check against SendCutSend. Covered by 8 test modules.

My wycena skill inside a fork of the MIT-licensed text-to-cad library.

  • Python
  • OpenCASCADE
  • build123d
  • trimesh
  • ezdxf
  • Claude / OpenAI
Code
Public code

LLM-judged translation audit

Finds inconsistent terms in translations that never had a glossary. Code finds the disagreements across 7,040 texts, and an AI model decides each one.

99,933
AI decisions in 3 minutes
~300 ms
to re-check a text after each edit in the review app
How it works
  • Exports an Excel workbook for sign-off and a keyboard-driven review app where translators curate the glossary; decided terms are never re-arbitrated.
  • Sibling demo judge-sheets: type a column header such as Urgency and 300 rows fill with semantic predictions in about 3.5 s, as =JUDGE, =PICK and =RATE formulas you can inspect in the formula bar.
  • TypeScript
  • TypeSafe Jev
  • Excel
Code
Public code

Multi-agent pricing playground

Four Bun workspaces on the Vercel AI SDK: a tool-calling calculator agent, a coding REPL with per-tool confirmations, an eBay pricing agent (parse → search → compute → present) and a web server that streams the agents over SSE.

  • TypeScript
  • Bun
  • Vercel AI SDK
  • Claude
  • OpenAI
  • eBay API
Code
Public code

Streaming ML demo, hackathon 2nd place

Live Binance trades through the Streamr network, ARIMA forecasts on the stream, results on a chart. 2nd place at the LearnWeb3 AI Hackathon.

  • Node.js
  • Streamr
  • ARIMA
Code
More projects5 private repositories · 7 earlier experiments

Private repositories, shown on a call

Private repo

Cairn: evidence CLI for process routing

Answers where work waits, where it loops back and which routing choice succeeded more often with the work mix held fixed. Each claim carries its sample size, basis and whether it may be quoted, and findings can be re-proved on new data. Output is one JSON envelope per call, built for AI agents first. Includes a robot-fleet dispatch testbed (VDA 5050).

  • Go
  • BPMN
  • VDA 5050
Private repo

PDF wiki

Local-first knowledge base: drop in a PDF, run ingest, get a cross-linked Markdown wiki with semantic search. Claude vision describes every figure.

  • TypeScript
  • Claude
  • qmd
Private repo

Robot arm control in the browser

Calibration and daily control of a LeRobot SO-ARM100 from a laptop or phone: keyboard and gamepad input, an e-stop, and a single owner for the serial port.

  • Python
  • LeRobot
  • WebSockets
Private repo

HAR to API brief

Record browser traffic once and get a brief for rebuilding the API outside the browser: auth, endpoints, body shapes and curl templates.

  • Python
Private repo

meat: reading diffs

Turns a large code diff into a smaller reading diff focused on the consequential changes. TypeScript CLI, migrated from Go.

  • TypeScript
  • Go

Earlier experiments

  • Ralph loop for coding agentsA plan-and-build prompt loop driven by AGENTS.md and specs, for Claude Code, opencode and Kilo Code.Shell
  • Roaming RAGCollapses a long Markdown document to its headings and lets the model expand only the sections it needs.Python
  • MiCA regulation Q&AAnswers questions about the EU crypto-asset regulation (MiCA) from the regulation text, with PostgresML for semantic search. A 2024 project, still live; the free hosting tier can take a minute to wake up. Live demo Node.js · PostgresML · OpenAI
  • Say: speech to text in the browserVoice notes transcribed locally with Whisper on Transformers.js, with a rich-text editor.React · Transformers.js · Whisper
  • Video frames analyzerExtracts frames from video, analyses them with Gemini, tracks cost and skips duplicate work.TypeScript · Gemini
  • Hand-tracking interaction experimentsHuman-computer interaction prototypes with MediaPipe.Python · MediaPipe
  • EboomboxTurns Cardano transactions into sound.Next.js · Cardano

03Career

Experience

  1. Feb 2025 – present

    AI Engineer Wiśniowski

    Official title: Specjalista ds. AI. Internal AI tools for a Polish manufacturer of industrial doors, gates and fences. Five internal AI tools, described in Shipped at Wiśniowski.

  2. Aug 2023 – Jan 2025

    Software Engineer Freelance

    • Prototyped AI tools (predictive models, chat over documents) to test product ideas, and shipped a staking app UI for web and mobile (TypeScript, React, ethers). Took 2nd place at the LearnWeb3 AI Hackathon.
  3. Jun 2023 – Aug 2023

    Full-Stack Engineer Playdate App Limited

    • Built release version control so users on outdated iOS and Android builds could be migrated, fixed a critical Android onboarding bug and owned CI/CD on AWS Elastic Beanstalk (React Native, Django).
  4. Dec 2022 – Jun 2023

    Software Engineer Ariable

    • Delivered the front-end MVP of an NFT perpetual trading platform and a real-time Node.js + PostgreSQL watcher for on-chain transactions. Also reviewed the Solidity contracts.
  5. Dec 2020 – Dec 2022

    Frontend Engineer BlockchainWares Software

    • Built balance, contacts and sanction-screening features for a regulated financial application (React, TypeScript, React Query), a Material-UI component library in Storybook and the Cypress E2E suite.
  6. Dec 2021 – May 2022

    Web Developer (part-time, in parallel) Nervos Network

    • Contributed to a DAO voting app and built a bridge UI for onboarding to the network.
  7. Jan 2017 – Jul 2020

    Product and CAD engineering Varroc Lighting Systems · Auto Design · Alpha Technology

    Three and a half years in the automotive supply chain: CATIA V5, NX, GD&T, BOM and D-FMEA.

    • Product Engineer, Varroc Lighting Systems (Kraków), Jun 2018 – Jul 2020. Designed front and rear lamp components in CATIA V5: concept, fixing, feasibility, simulation and test results, tooling requests, BOM and GD&T drawings. Worked with the Czech R&D team.
    • CAD Designer, Auto Design (Bielsko-Biała), Sep 2017 – Feb 2018. Designed interior parts (instrument panel, door trim) for Audi and ported parts from CATIA V5 to NX 11.
    • Project Engineer, Alpha Technology, Jan 2017 – Aug 2017. Prepared technical inquiries for the VW Group, worked in the D-FMEA team and trained staff on plastics processes.

04Toolbox

Skills

LLM applications

  • RAG (hybrid BM25 + vector, reranking, citations)
  • Visual RAG over PDFs
  • Agents and tool calling
  • LLM-as-judge
  • Structured extraction
  • Evaluation and benchmarks
  • Prompt engineering

Models and platforms

  • Claude
  • Gemini
  • OpenAI
  • Vercel AI SDK
  • RAGFlow
  • Open WebUI
  • FAISS
  • Microsoft Graph

Languages

  • TypeScript
  • Python
  • Go
  • JavaScript
  • SQL

Backend and infrastructure

  • Node.js
  • Bun
  • Express
  • NestJS
  • FastAPI
  • PostgreSQL
  • Prisma
  • Redis
  • Linux servers
  • GitHub Actions
  • AWS Elastic Beanstalk
  • Telemetry and monitoring

Frontend

  • React
  • Next.js
  • React Native
  • React Query
  • Material-UI
  • Storybook
  • Cypress
  • D3

Engineering and CAD

  • CATIA V5 (advanced)
  • Siemens NX
  • AutoCAD
  • GD&T
  • BOM
  • D-FMEA
  • Plastics
  • OpenCASCADE / build123d
  • STEP and DXF

AI-assisted development

  • Claude Code
  • Codex
  • Agent skills
  • AGENTS.md

Earlier: web3

  • Solidity
  • Foundry
  • ethers.js
  • Cardano

05Proof of work

Commit activity

Every commit across public and private repositories over the last 12 months, refreshed daily by a GitHub Action. Private repos contribute counts and commit titles only.

365-day commit log 2,200+ commits in the last year
Less More

Shipstream

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06Background

Education, languages, certificates

Education

  • Silesian University of Technology, GliwiceMSc Eng., Materials Engineering (surface engineering and heat treatment) · 2010–2016
  • TU Bergakademie Freiberg, GermanyExchange, Forming technology (Umformtechnik) · 2014–2015
  • Universidad de Oviedo, SpainExchange, Materials science · 2013

Languages

  • PolishNative
  • EnglishProfessional working (B2)
  • GermanLimited working (B1, DSH-2 certificate)

Certificates

  • CATIA V5, advanced levelCADSOL Design Poland, 2018
  • AutoCAD, levels 1 and 2Autodesk, 2015
  • Generative AI Essentials for Software Developers

Awards and publications

  • 2nd place, LearnWeb3 AI Hackathon2023
  • Laser surface treatment technologies: laser ablationCo-author

07For recruiters

Quick facts

Everything a screening call usually asks, in one place.

Target roles
AI Engineer · LLM Engineer · Generative AI Engineer · AI Solutions Engineer · Forward Deployed Engineer · Full-stack Engineer (TypeScript / Python), AI focus
Availability
Available from 1 November 2026, no notice period
Location and mode
Poland · Remote or hybrid, also open to remote roles in the EU and worldwide
Contract
B2B or employment contract
Languages
Polish Native · English B2 · German B1, DSH-2 certificate
Contact
adrian.gora14@gmail.com · LinkedIn

Machine-readable versions

The same profile as files, for applicant tracking systems and AI assistants.

If you are hiring for an AI engineering role, write to me and I will send a short walkthrough of the work that fits it.

Email me