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6 followers · 6 following
  • Přf UK | Mff UK (Charles University)
  • Prague
  • 21:00 (UTC +01:00)

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preislet/README.md

Hi there 👋, I'm Tomas Preisler

Bioinformatics Student | Data Analyst | Algorithm Enthusiast

👋 About Me

I am a Bioinformatics student at Charles University in Prague, passionate about algorithms, deep learning, and exploring complex data. I enjoy applying innovative computational approaches to solve challenging problems.

🔬 What I'm Doing Now

  • Pursuing my Master's degree in Bioinformatics at Charles University.
  • Exploring Deep Learning and its applications in bioinformatics.

🛠️ Skills & Technologies

Python Biopython R Julia C++ C# SQL Bash Scikit-learn PyTorch Plotly Scanpy MLflow CUDA

✨ Featured Projects

Here are some projects from my GitHub that showcase my work and interests:

  • Drug design - TrmD_project - Search for small molecules binding to the TrmD protein.
  • Database_comparator - A project implementing efficient algorithms for searching and comparing sequence data.
  • Spotify analysis - A data science and visualization project focused on personal music trends over several years.

📫 Connect with Me

I'm always open to connecting and discussing bioinformatics, data analysis, algorithms, or machine learning!

  • LinkedIn: Tomáš Preisler
  • Email: tomas.preisler1@gmail.com or preislet@natur.cuni.cz

Pinned Loading

  1. TrmD_project TrmD_project Public

    Search for small molecules binding to the TrmD protein

    Jupyter Notebook 4

  2. Bachelor_thesis Bachelor_thesis Public

    Bachelor thesis: Analysis of single cell data using transformers

  3. Database_comparator Database_comparator Public

    The Database Comparator is a Python tool for biological sequence analysis. It handles exact matching, sequence alignment, BLAST, and Hamming distances for DNA/protein. Customizable via config files…

    Python

  4. Digit-recognition Digit-recognition Public

    Neural network for digit recognition

    C++

  5. CellRadSim CellRadSim Public

    CellRadSim is a simulation that models cellular responses to UV and gamma radiation using differential equations. It captures damage accumulation, repair dynamics, and survival over time, providing…

    Jupyter Notebook

  6. DeepVibe DeepVibe Public

    DeepVibe: Hybrid Variational Autoencoder (VAE) for personalized music discovery. Combines user listening history with Spotify audio features to generate a unique "Ideal DNA" profile. Features tempe…

    Python