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Paweł Cisło

Portfolio

For contract work, have a look at my Résumé.

Projects

Section titled “Projects”
  • RAG Systems [rag] [llmops] [vector-databases] [python] • 2024 • ongoing
    Integrating Retrieval-Augmented Generation (RAG) systems with Large Language Models (LLMs) and vector databases for various industries.
  • MLOps Platform [mlops] [kubernetes] [kubeflow] [aws] [python] • 2021 • ongoing
    Implementing and supporting the MLOps Kubeflow platform tailored for a pharmaceutical client.
  • Simple Banking System [python] [sqlite3] • 2020 • done
    Simulation of a Simple Banking System written in Python that uses sqlite3 to work with the SQL database.
  • Customer Churn Prediction at Orange [python] [ml] • 2020 • done
    EDA & prediction of customer churn at Orange with the use of Machine Learning.
  • Log to CSV Parser [python] [regex] [tkinter] • 2020 • done
    Python application to parse selected values from LOG or TXT files into a CSV format.
  • Recommendations for Engineers [list] • 2019 • ongoing
    List of my recommendations for aspiring engineers in a single place, coming from various areas of interest.
  • Automated Image Analysis of Micrographs [imagej] [image-analysis] • 2018 • done • blog post
    Automation system for image analysis process which can characterise biomedical scans rapidly.
  • Advancement of Convolutional Neural Networks for Image Classification [python] [deep-learning] • 2018 • done
    Use of three neural network types, data augmentation and visualisation to improve the accuracy of a general CNN architecture.
  • Classification of Audio Features Using Machine Learning Algorithms [python] [data-analysis] [ml] • 2017 • done
    Exploration of music files to define the core characteristics of various musical genres.
  • Hosting Virtual Machines & Use of Cloud Simulation Toolkit [cloud-computing] [virtualisation] • 2017 • done
    Research paper describing two cases of simulations commonly used in the cloud computing industry.

Talks

Section titled “Talks”
  • Śniadanie AI 4.0 [event] [rag] [llm] [cloud-computing] • 2025.05.15 • done
    Talked about “AI Chatbot Implementation in a Business: Key Processes to Address” during a local meetup in Rzeszów (“Śniadanie AI 4.0”).
  • CSF’22 conference [event] [ai] [cloud-computing] • 2022.10.13 • done
    Talked about “The use of cloud computing in business and artificial intelligence” during a local conference in Rzeszów (“Carpathian Startup Fest 2022: Deep Tech”).
  • CyberDefence24 interview [interview] [ai] [ethics] • 2021.11.20 • done
    Interview (in Polish) for CyberDefence24.pl about the ethical aspects of designing AI systems.
  • #TRACKathon19 interview [interview] [ai] • 2019.04.28 • done
    Interview (in English) for RTBF, one of the biggest Belgian TV stations (see the blog post about the event; unfortunately, the recording is lost).

If you want to see more of my works, feel free to check out my: