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About Me

Paweł Cisło

Paweł Cisło, MSc – MLOps Engineer building and maintaining ML platforms for enterprise clients. Holds a Master of Science (Distinction) in Data Science and Computational Intelligence from Coventry University.

Specializes in:

  • MLOps platform engineering (AWS, Kubernetes, Kubeflow, Argo CD, Docker, CI/CD, GitOps)
  • Retrieval-Augmented Generation (RAG) systems with Large Language Models
  • Infrastructure as Code (Terraform, CDK, Helm)
  • End-to-end ML pipelines, from data acquisition to model deployment and monitoring

Dreams about revolutionizing education through digital transformation.

This website serves as a portfolio, digital garden and blog — a public notebook with the most valuable knowledge filtered from private notes, open-sourced on GitHub.


📄 Résumé/CV Document

You can also check my LinkedIn profile which greatly resembles and extends the document.


  • 2021/02 - Present
    MLOps Engineer at Billennium
    Poland (Remote)
  • 2019/02 – 2020/08
    Data Science Consultant at AKKA Belgium
    Brussels, Belgium
  • 2019/06 – 2020/02
    Data Scientist | System Designer at Alstom
    Charleroi, Belgium
  • 2019/01 – 2019/02
    International Engineering Consultant at The AKKAdemy
    Geneva, Switzerland
  • 2015/11 – 2016/02
    Data analyst at University of Information Technology & Management
    Rzeszow, Poland

Outlined in my Portfolio.


  • Blogger of personal and technical interests on this website + other social channels (mainly Instagram stories)
  • Speaker at conferences (CSF’22, Śniadanie AI 4.0)
  • Trainer of Personal Organisation
  • Contributor to open source projects
  • Co-Founder of Polish ML Community (community of ML enthusiasts from Poland)
  • Fanatic of personal knowledge management systems
  • Learning addict, facilitating long-term retention with Anki and his flashcards
  • Investigator of cybersecurity trends/tools
  • Consumer of books, podcasts, audiobooks and plenty of online articles
  • Enthusiast of business, marketing, financial and productivity topics
  • Former university course representative (UK/Poland)
  • Designer of several website and software themes
  • Graphic & video editor
  • Stock exchange investor
  • Explorer of music production (amateurish creator of various tunes)
  • Sportsman (football, volleyball, bike riding, running, swimming, hiking, meditating, gym)

In a nutshell, you can hear from me on:

  • My blog ← website hosting all this text, open-sourced on GitHub. You can also sign up to my newsletter not to miss anything new!
  • Facebook Fan page ← notifications on new blog posts, book reviews, summaries of engaging podcasts, and more
  • X ← nowadays, my favourite social platform. Besides all the social interaction, it includes the content shared on the FB fan page
  • LinkedIn ← discussions with my employers accompanied by exclusive articles shared on my profile
  • GitHub ← technical contributions through own repositories and collaborations to the other public ones
  • Instagram ← visual presence (chiefly on my stories) with lots of well-categorised highlights
  • Goodreads ← my online library. Inspire yourself with all the books I’m reading, follow my reviews and annotations to the e-books consumed on my Kindle
  • Hypothes.is ← annotations/highlights of the online articles I step on
  • Pinterest ← database of infographics regarding all my areas of interest
  • Reddit ← 2nd most favourite social platform after X thanks to its subreddits
  • Strava ← log of my runs, bike rides and more (since 2014)
  • SoundCloud ← #1 entertainment website. I’m actively researching new tunes and at some point publishing my own sounds
  • Last.fm ← archive of my musical taste (since 2012)

Don’t forget that you can always find my most quintessential profiles in the header of this website.