patrick-bedkowski Goto Github PK

followers: 11.0 following: 13.0 repos: 27.0 gists: 0.0

Name: Patrick Będkowski

Type: User

Company: CPS GfK

Bio: Data Scientist @ CPS GfK | AI Researcher in Generative AI @ WUT | AI Master student @ WUT

Location: Warsaw

Things I code with ⌨️

Favourite ML & Data Science Tools

Programming languages

Cloud & DevOps

Others

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 🏆

Defended Bachelor Thesis with honors in Fast Generative Machine Learning Simulations for High Energy Physics experiments at ALICE, CERN. Linkedin post.

Patrick Będkowski's Projects

4-wheeled-robot-ros

This project shows a simulation of a 4-Wheeled Robot build in the ROS. Robot is build using five turtles with the modified turtlesimAPI. This project was a part of a course WAET at Warsaw University of Technology.

applied-data-analysis

Projects from Applied Data Analysis master course at EPFL 2022.

attribute-opimization-for-binary-classification

Project developed during WUT ML optimization course - POP. It implements algorithm for attribute optimization for the binary classification problem with logistic regression.

beeradvocate-data-analysis

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.

bootcamp2021

Repozytorium z materiałami oraz konfiguracją środowiska na KNSI Golem Bootcamp 2021

date-library

C++ Program created as a part of the PROI course at Warsaw University of Technology

dogmatch

Application of DogMatch co.

facebook-post-scraper

Facebook Post Scraper 🕵️🖱️

generative-models-for-cern-fast-simulations

BSc CS thesis repository

introduction-to-artificial-intelligence-course

This repository holds projects developed for Artificial Inteligence class at Warsaw University of Technology

mips-assembly-histogram-stretching

MIPS Assembly Program created as a part of the ARKO course at Warsaw University of Technology

ml-higgs-epfl

Project for Machine Learning course at EPFL. Fall semester 2022.

morse-encryption

Python Program created as a part of the AISDI course at Warsaw University of Technology.

music-recommender-systems

Machine learning course project at WUT 2023

nasm-x64-assembly-alpha-blending

neural-networks-projects

Projects from SSNE course at WUT

path-finding-with-dijkstra-s-algorithm

The following software can deduce the least expensive path from the imported plane using the Dijkstra's algorithm and python.