Smendowski

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Mateusz Smendowski Smendowski

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Computer Science & Data Science

9 followers · 13 following

AGH University of Science and Technology
Warsaw
in/mateusz-smendowski
https://scholar.google.pl/citations?user=e_FspxdXWjwC&hl=pl

Achievements

Achievements

Smendowski/README.md

Hi there 👋

1️⃣ Machine Learning / Data Science / Computer Vision

2️⃣ Backend Developement

3️⃣ Data Engineering

Introduction to PostgreSQL and PL/SQL

4️⃣ DevOps/MLOps

DaftAcademy DevOps

5️⃣ Algorithms

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data-embedding-and-visualization data-embedding-and-visualization Public

Visualization and embedding of large datasets using various Dimensionality Reduction (DR) techniques such as t-SNE, UMAP, PaCMAP & IVHD. Implementation of custom metrics to assess DR quality with c…

Jupyter Notebook 2
neural-networks-and-deep-learning neural-networks-and-deep-learning Public

Implementation of NumPy-based framework for Neural Networks and Deep Learning in terms of the Neural Networks course at AGH University of Science and Technology.

Jupyter Notebook
vehicle-detection vehicle-detection Public

Forked from piotrsladowski/Vehicle-Detection-OpenCV

Vehicle Detection application based on OpenCV, YOLOv3 and PyQt5 GUI - implementation in terms of Software Engineering course on AGH University of Science and Technology

Python
hidden-communication-using-covert-channels hidden-communication-using-covert-channels Public

[Secure Communication Systems] Implementation of network Covert Channels for hidden communication purposes using Domain Name System, Internet Control Message Protocol, ScaPy, and email messages.

Python 10 1
representativity representativity Public

REST API service to evaluate object representativeness using ML models

Python 1
network-anomaly-detection network-anomaly-detection Public

Anomaly detection in network traffic using unsupervised k-NN, Deep AutoEncoder and Isolation Forest

Jupyter Notebook 9