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Probably working on something cool :)
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Probably working on something cool :)

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dosqas/README.md

Welcome to my GitHub profile 👋

Hi, I'm Sebastian Șoptelea.

I'm a final-year Computer Science student at Babeș-Bolyai University (BBU) in Cluj-Napoca, Romania, and currently ranked among the top of my faculty with a GPA of 9.78/10.


📖 About Me

I’m a problem-solver passionate about AI/ML, full-stack development, and quantum computing. As a final-year student, I aim to pursue a master’s in quantum computing or AI, and eventually a PhD. I enjoy tackling complex coding challenges, building efficient and scalable applications across backend and frontend, and learning new technologies. I’m also open to collaborating on interesting projects.

I am part of the Centre for the Study of Complexity at BBU, a research group focused on complex systems and optimization in AI/ML and increasingly in quantum computing. I am also a Qiskit Advocate, contributing to the global quantum computing community and promoting the adoption of quantum programming.


🔧 Skills & Technologies

Languages

C# Java Python C C++ SQL PHP TypeScript JavaScript HTML CSS Haskell NASM

Frameworks & Libraries

  • Web Development

    React Next.js Angular Express.js

  • .NET Ecosystem

    .NET ASP.NET Entity Framework WinUI Windows Forms

  • Java Ecosystem

    Spring Hibernate Swing

  • Other

    Qiskit Pygame

Databases

PostgreSQL SQL Server MySQL

Tools & Platforms

Git Docker VS Code Postman Jupyter Railway Maven

Testing

JUnit xUnit Unittest JMeter BenchmarkDotNet

AI/ML

TensorFlow PyTorch OpenCV MobileNet Scikit-learn

Concepts

🔹 REST API Design
🔹 Object-Oriented Programming (OOP)
🔹 Data Structures & Algorithms
🔹 Software Design Patterns
🔹 Quantum Computing Concepts
🔹 Multithreading/Concurrency
🔹 Networking
🔹 Operating Systems
🔹 Regular Expressions
🔹 Functional Programming
🔹 Evolutionary Algorithms

Interests

🔹 Full-stack Development
🔹 AI/ML Engineering
🔹 Quantum Computing
🔹 Systems Architecture
🔹 Performance Optimization


🛠️ Current Projects

Currently not actively working on projects, but soon planning to start my bachelor's thesis, develop the full-scale Spotify-integrated dosq.fm app, and work on a few publications in quantum programming.


📁 Past Projects

Python script that transfers your liked songs on Spotify to Last.fm as “loved” tracks. I originally forked this project while searching for a tool like this, unsure if one even existed. I loved it so much that I made improvements to enhance its functionality. As someone passionate about statistics and music, I really enjoy using Last.fm, and this project combines both my interests perfectly.

A wave-based variation of the 80s game Space Defender. Developed in .NET C# with Windows Forms.
This project helped me learn Windows Forms and made me more comfortable with C# .NET. It was a great learning exercise, as it pushed me out of my comfort zone, requiring me to handle challenges like collision detection.

Implementation of the Planes game. Built in Python with Pygame, featuring a custom smart AI algorithm.
I thoroughly enjoyed developing my own smart AI algorithm for the computer after studying papers on the AI algorithm based on probability density functions used for the Battleships game.


📚 University Projects

A repository of past projects and assignments completed for university courses, covering a range of programming concepts and technologies. Last semester, I took the following courses:

  • Web Development: Covered both client-side (HTML, CSS, JavaScript, Angular) and server-side web technologies (PHP, ASP.NET, Spring, etc.).
  • Database Management Systems: Learnt how to manage databases using ADO.NET with C# .NET, alongside database fundamentals including concurrency control, recovery, query optimization and distributed and parallel databases.
  • Software Engineering: Focused on teamwork and full-stack development (the project is available in the se-hospital-duo repository).
  • Systems for Design and Implementation: Involved developing a full-stack app by myself using Next.js (Typescript), ASP.NET Core, and PostgreSQL (check out the project in the dosq.fm-lite repository).
  • Artificial Intelligence: Introduced the basics of AI, from Perceptrons all the way to CNNs and Computer Vision.

📌 Pinned Repositories Feel free to check out some of my pinned repositories for a deeper dive into my projects.
🎶 Hobbies
  • I'm very passionate about listening to music and tracking how my tastes evolve over time, and I enjoy exploring vastly different genres, including hip-hop, metal, ambient, and pop.
  • I also have a deep love for photography, especially shooting in black and white with a focus on capturing the architecture of buildings and their symmetry wherever I go.

📫 How to Reach Me

Feel free to check out my repositories for more projects and contributions!

⭐️ Keep exploring!

Pinned Loading

  1. bbu-cuni-uni-projects bbu-cuni-uni-projects Public

    A repository of past projects and assignments completed for university courses, covering a wide range of programming concepts and technologies.

    C++ 5

  2. realtime-entity-classifier realtime-entity-classifier Public

    Real-time video system for detecting and classifying people and pets, using enhanced MobileNetV2/V3 segmentation. Optimized for consumer hardware and developed in Python with PyTorch.

    Jupyter Notebook

  3. se-hospital-duo se-hospital-duo Public

    Hospital Management and Duolingo-style learning apps built over sprints as team projects using WinUI, ASP.NET Core MVC, SQL Server, and Entity Framework.

    C# 3 3

  4. vqc-heart-disease-prediction vqc-heart-disease-prediction Public

    Implementation of a Variational Quantum Classifier (VQC) to predict heart disease, created as the capstone project for the IBM and Freeya Mind Campus’ Road to Practitioner program.

    Jupyter Notebook 1

  5. realtime-parallel-kmeans-segmentation realtime-parallel-kmeans-segmentation Public

    Real-time C++ K-means image segmentation on live video streams, using OpenCV, RCC trees, and 5D features, optimized for consumer hardware with Sequential, Multi-threaded, MPI, and CUDA backends.

    C++

  6. dosq.fm-lite dosq.fm-lite Public

    Lightweight music listening history tracker with stats and insights, inspired by Last.fm. Built with Next.js (TypeScript) frontend and ASP.NET backend, using Entity Framework and PostgreSQL.

    C#