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Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO
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patrick-bedkowski/README.md

Things I code with ⌨️

Favourite ML & Data Science Tools

PyTorch Keras TensorFlow Apache Spark Pandas NumPy scikit-learn SciPy Matplotlib Plotly Jupyter

Programming languages

Python R MySQL C++ HTML5 JavaScript

Cloud & DevOps

AWS Azure Google Cloud Docker Postman FastAPI

Others

Git Jira

Published Papers 📰

Deep Generative Models for Proton Zero Degree Calorimeter Simulations in ALICE, CERN, PPRAI 2024 Conference Awarded Best Paper Award Finalist Poster
Reproducing results for Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization (AdaSPIDER) Reproducibility Challenge 2022

My recent projects ⭐

Datastory on YouTube political content based on Youniverse dataset. Youtube and the myth of Political Neutrality
Does language used in the headline determines the number of people that will read the associated news piece? Upworthy study. Applied data analysis project 1
Do players of Club Tokyo football team have common attributes that dictate their successfulness? Applied data analysis project 2

Currently working on 🔬

  • Application of Dynamic Neural Networks for Deep Generative models in Simulations for High Energy Physics Experiments at ALICE, CERN

Latest achievements 🏆

Linkedln

Pinned Loading

  1. Generative-Models-for-CERN-Fast-Simulations Generative-Models-for-CERN-Fast-Simulations Public

    BSc CS thesis repository

    Jupyter Notebook 1

  2. Wojtek-Rokicki/ML-Reproducibility-Challange Wojtek-Rokicki/ML-Reproducibility-Challange Public

    Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

    Jupyter Notebook 1

  3. Applied-Data-Analysis Applied-Data-Analysis Public

    Projects from Applied Data Analysis master course at EPFL 2022.

    Jupyter Notebook

  4. BeerAdvocate-Data-analysis BeerAdvocate-Data-analysis Public

    Project presents complete analysis of the BeerAdvocate dataset performed using Python and data visualization techniques. The description contains questions related to the dataset and their answers.

    Python

  5. The-Enigma-Machine-Simulator The-Enigma-Machine-Simulator Public

    The Enigma Machine Simulator is a simple program that mimics Enigma Machine used in World War II.

    Python 1

  6. Stock-Prediction-ML Stock-Prediction-ML Public

    This project is not meant to be used as an investment tool.

    Python