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sara-stojkov/README.md

๐Ÿ‘‹ Hi, I'm Sara Stojkov!

A Software Engineering Student from Serbia

Contribution Graph

I am passionate about applying engineering principles to scientific challenges, with a core focus on Machine Learning, AI, and Data Science. I particularly enjoy projects at the intersection of computing and fields like biology and bio-engineering.

๐ŸŒŸ Project Highlights

Repo Stats Repo Stats

Repo Stats Repo Stats

๐Ÿ› ๏ธ My Toolkit & Technologies

I'm most experienced with Python and its popular libraries (numpy, pandas, matplotlib...) as well as data-oriented libraries (tensorflow, pytorch, scikit-learn, seaborn...)

Also, I have experience with Java, Golang, JavaScript for WebDev, C++ and C#.

javascript logo html5 logo css3 logo python logo java logo csharp logo go logo

๐Ÿ”— Get In Touch

I'm always open to connecting! Whether you have an exciting collaboration idea, are looking to discuss a potential job opportunity or just want to chat about tech, feel free to reach out:

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  1. Automatic-Class-Scheduler-GA Automatic-Class-Scheduler-GA Public

    Solving the problem of making a class Schedule with a genetic algorithm. Implementation done in Python, using concepts like roulette selection and elitism.

    HTML 1

  2. Protein-Structure-Prediction Protein-Structure-Prediction Public

    Protein secondary structure prediction using a CNN+LSTM architecture optimized via random search, evolutionary algorithms, PSO and Bayesian optimization.

    Jupyter Notebook

  3. Distributed-Sensor-Network Distributed-Sensor-Network Public

    A secure, distributed sensor telemetry system with Byzantine Fault Tolerance (BFT) consensus and CQRS-based data processing.

    C#

  4. Graph-Visualizer Graph-Visualizer Public

    Forked from Duja03/graph-visualizer

    Python project with Web App used for visualizing different data types as a graph. Supports both data and visual plugins, the ones provided and is open for new ones. Uses Django to provide endpoints.

    Python

  5. Parallel-PageRank-Algorithm Parallel-PageRank-Algorithm Public

    Using Intel's TBB to parallelize PageRank by utilizing the power of multiple CPU cores. The focus is on how the graph is represented and how analysis of each node is independent.

    C++

  6. MetaTune-Music-Catalogue MetaTune-Music-Catalogue Public

    Team project that highlights collecting client requests and modelling phases of software development. Contains a C# .NET application built as a prototype to showcase the models.

    C# 1