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In search of the time machine
🔭
In search of the time machine
  • Wrocław - Poland

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lstasiak/README.md

Hi, I'm Łukasz Stasiak 👋

I'm a Python/ML developer with a strong interest in deep learning applications, especially in physics and medicine. I also have a passion for solving big data processing problems and developing Python backend REST APIs.

About Me

  • 🔭 Currently working on anomaly detection models for an e-commerce company
  • 🌱 Exploring new opportunities to dive into deep learning applications
  • 👯 Looking to collaborate on projects related to deep learning and big data
  • 💬 Ask me about Python, machine learning, and backend development
  • 📫 How to reach me: Linkedin
  • ⚡ Fun fact: I enjoy hiking, MCU and Nolan's movies

My Skills

  • Languages: Python
  • Machine Learning & Deep Learning: TensorFlow, Keras, PyTorch, Scikit-learn
  • Big Data: Apache Spark, ElasticSearch
  • Backend Development: FastAPI, Django, Celery
  • Databases: PostgreSQL, MySQL

Some of my projects

Backend API for Dog Breed Classification

A FastAPI-based backend API to classify dog breeds based on images. Utilizes a Convolutional Neural Network (CNN) model with transfer learning.

Dog Breed Classification

Dimensionality Reduction for Neural Network Models

Research project focused on dimensionality reduction techniques for neural network models used in the classification of phase transitions (Ising model).

Dimensionality Reduction

Django Image Upload API

A Django-based API that allows users to upload images and generate thumbnails based on their subscription level.

Django Image Upload API

GitHub Stats

Łukasz's GitHub stats

Get in Touch

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  1. ISING_NN_PCA ISING_NN_PCA Public

    The repository contains programs and models for investigation of estimating phase-transitions in 2D Ising model using Deep Neural Networks and comparison of the results with data compressed by PCA …

    Jupyter Notebook 2 1

  2. Neural_network-based_weighing_system Neural_network-based_weighing_system Public

    Neural network-based payload determination for moving excavator it's an academic (lab) project based on research on the mini excavator in the laboratory of the Wrocław University of Science and Tec…

    Jupyter Notebook 1

  3. StanfordDogs-Classifier-FastApi StanfordDogs-Classifier-FastApi Public

    Simple ML API built on FastApi for classifying breed of dog based on uploaded image with provided token authorization. PyTorch CNN model trained on Stanford Dogs dataset

    Python 4

  4. Time_Series_Analysis_BDA Time_Series_Analysis_BDA Public

    Time Series Analysis project for BDA at WUST containing CWT on dataset and NN training performed on transformed data

    Jupyter Notebook

  5. Scala_Twitter_Filter Scala_Twitter_Filter Public

    Twitter Data Streaming & Analysis

    Scala

  6. django-image-upload-api django-image-upload-api Public

    Python