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sebsop/README.md

Hi, I'm Sebastian ศ˜optelea ๐Ÿ‘‹

Incoming ML Master's student at ETH Zรผrich. Graduated in the top 2.8% from Babeศ™-Bolyai University (9.82/10). First-author publication in quantum ML. Qiskit Advocate @ IBM Quantum.

Building at the intersection of quantum computing, AI/ML, and software engineering.


๐Ÿ“– About Me

I'm driven by hard problems, whether that's optimizing quantum circuits, building low-latency trading systems, or shipping full-stack apps with a team.

My research interests sit at the intersection of quantum computing, machine learning, and stochastic modelling. I'm a Qiskit Advocate with IBM Quantum and a Working Group Member (WGs 3 & 4) in COST Action STOCHASTICA, contributing to interdisciplinary research in computational stochastic modelling.

Outside of research, I work as a Junior Full-Stack Developer at Broadridge, where I build high-performance trading solutions in C# (.NET) and Java/Kotlin. I enjoy writing clean, well-tested code, collaborating in agile teams, and learning through building.

I'm also open to collaborating on interesting projects, so feel free to reach out!


๐Ÿ”ง Skills & Technologies

Languages

C# Java Kotlin Python C C++ TypeScript JavaScript HTML5 CSS3

Frameworks & Libraries

  • Web Development

    React

  • .NET Ecosystem

    .NET ASP.NET WinUI WPF

  • Java Ecosystem

    Spring

  • Other

    Qiskit

Databases

PostgreSQL SQL Server MySQL

Tools & Platforms

Git Docker Maven

AI/ML

TensorFlow PyTorch OpenCV MobileNet scikit-learn

Concepts

๐Ÿ”น REST API Design
๐Ÿ”น Object-Oriented Programming (OOP)
๐Ÿ”น Data Structures & Algorithms
๐Ÿ”น Software Design Patterns
๐Ÿ”น Quantum Computing Concepts
๐Ÿ”น Multithreading/Concurrency
๐Ÿ”น Evolutionary Algorithms

Interests

๐Ÿ”น Full-stack Development
๐Ÿ”น AI/ML Engineering
๐Ÿ”น Quantum Computing
๐Ÿ”น Systems Architecture
๐Ÿ”น Performance Optimization

๐ŸŽถ 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.

๐Ÿ“ซ How to Reach Me

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

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  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.

    HTML 7

  2. kmeans-thesis-segmentation kmeans-thesis-segmentation Public

    Real-time quantum-inspired K-means segmentation using C++ and CUDA. Bachelor's Thesis at BBU bridging HPC and Quantum Machine Learning (QML).

    C++

  3. ppp223 ppp223 Public

    Forked from ValentinNimigean/PPP223

    A fine-tuned SLM agent that helps developers understand and document Python codebases.

    Python

  4. 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

  5. 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 Campusโ€™ Road to Practitioner program.

    Jupyter Notebook 1 1

  6. guitar-practice-log guitar-practice-log Public

    Guitar Practice Log Mobile App with Kotlin Multiplatform and Android, offline support, and real-time sync via REST/WebSockets with a Spring Boot + JPA server.

    Kotlin