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  • SWE Intern @ Google
  • Warsaw, Poland
  • 01:14 (UTC +01:00)
  • LinkedIn in/kvmilos

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kvmilos/README.md

Hi, I'm Kamilos πŸ‘‹

M.Sc. Computational Cognitive Science @ University of Warsaw β€’ NLP/ML Engineer β€’ ex-Google SWE Intern β€’ Research + Applied AI
I enjoy shipping useful tools, collaborating with researchers, and keeping things reproducible.

LinkedIn GitHub

  • Languages: Polish (native), English (C1), French (B1), German (A2), Russian (A2)
  • Martial arts: Brown belt (1 KyΕ«) in Judo
  • Hobbies: language learning, logic puzzles, travel

Experience

  • Google β€” SWE Intern (GCP): Built and shipped a GCP Assistant in Python with the Agent Development Kit, registered on Vertex AI and deployed to Agentspace that orchestrates REST API calls, generates cURL commands, and supports human-in-the-loop steps to help engineers manage cloud resources and query docs.
  • Institute of Computer Science, Polish Academy of Sciences (PAS):
    • PolEval β€” prepared large-scale document-layout datasets; manually corrected YOLO outputs and refined annotations (text, titles, headers, figures, tables, footnotes) for accessibility modeling.
    • Infostrateg β€” product matching/cleaning with robust regex rules; created gold-standard groupings for classifier training across markets.
    • ParlaMint β€” Python tools for NoSketchEngine + an interactive Colab (frequency plots, cross-corpus comparisons).
  • Anex Poland: Python automations for Finance & Accounting β€” regex-based transaction classification, daily bank checks, error detection, reporting β€” and support for a Dynamics 365 migration.

Skills & tools

  • Languages: Python, Java, C++, R, SQL, OCaml
  • ML / DL: TensorFlow, NLP, CNNs, transfer learning, data augmentation
  • Data & Workflow: NumPy, Pandas, Jupyter/Colab, Weights & Biases, Excel
  • Cloud: Google Cloud (Vertex AI, Agentspace)
  • Other: Git, MATLAB, SPSS, RegEx

Selected projects

  • Agent Simulation β€” Cognitive Processes Modelling II β€” Built a 2D agent simulation with a configurable evolutionary algorithm; modular engine, Pymunk physics, interactive Pygame loop, reproducible via config.txt.
    Tech: Python, Pygame, Pymunk β€’ Repo

  • GDP/Population/COβ‚‚ Analysis Package β€” Python package to download, clean, and analyze macro datasets for selected countries.
    Tech: Python, NumPy, Pandas β€’ Repo

  • Polish Political Affiliation Classifier β€” Trained multiple TensorFlow models to predict party support from tweets; explored preprocessing variants and reported results.
    Tech: Python, TensorFlow, W&B, NLP β€’ Report

Publications

  • Symmetric Dependency Structure of Coordination: Crosslinguistic Arguments from Dependency Length Minimization
    Proceedings of TLT 2024, pp. 11–22, Hamburg, Germany. Association for Computational Linguistics.
    Read on ACL Anthology: https://aclanthology.org/2024.tlt-1.2/

Certifications

  • Natural Language Processing in TensorFlow β€” DeepLearning.AI β€” Credential
  • Convolutional Neural Networks in TensorFlow β€” DeepLearning.AI β€” Credential
  • Introduction to TensorFlow for AI, ML, and DL β€” DeepLearning.AI β€” Credential
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