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πŸ‘‹ Hello there, I'm ByteLuka

Backend Developer/Machine Learning Engineer

Focused on performance, clean abstractions, and maintainability.

I have been programming since 2020 and work primarily with Python, Java, and C, with strong interest in backend systems, DevOps, optimization, and applied AI/ML.I care deeply about how software is written and works and not just that it works.


πŸ” What I do

  • Design and build backend systems with performance and resource efficiency as first-class concerns
  • Develop async, testable, and extensible architectures
  • Maintain CI/CD pipelines and DevOps workflows for reliable delivery
  • Continuously optimize trade-offs between speed, complexity, and maintainability

🧠 Technical Focus

Languages
  • Prefered: Python, Java, C
  • Experience with SQL, C#, an basic Rust due to personal projects
  • Experience with C++, CUDA, PHP, and JavaScript due to University projects
Core areas:
  • Backend development & APIs
  • Asynchronous and concurrent systems
  • DevOps & CI/CD pipelines
  • Optimization & performance-oriented design
  • Machine Learning (ML, CV, DL fundamentals)
Foundations
  • Data structures & algorithms
  • Relational databases & query optimization
  • Programming paradigms (OOP, functional, procedural, event-driven)
  • Metaprogramming in Python (I love it)
  • Basic networking & protocols

πŸš€ My prefered, personal projects

A simulator for spectroscopic terms used in education and research

  • Solves a real academic problem: computing electron configurations and quantum numbers (ML, MS) that were previously done manually
  • Used by students, teaching staff, and researchers
  • Designed and deployed end-to-end
  • Focus on correctness, clarity, and practical usability

Tech focus: Python, Flask, numberical computation and optimization, backend design

A unittestable, async Discord API wrapper with metaprogramming-driven command definitions (still in development)

  • Combines Discord bot frameworks with FastAPI-like declarative design
  • Commands and subcommands are defined via classes, inheritance, and annotations
  • Fully async and designed for testability and extensibility
  • Architecture-driven project emphasizing long-term maintainability

Tech focus: Python, async/concurrency, metaprogramming, software architecture, extensible design


βš™οΈ Engineering Practices

  • Versioned APIs (Discord, ClashOfClans)
  • Asynchronous programming and parallelism (asyncio, MPI, OpenMP, CUDA)
  • Database design fundamentals and query optimization
  • CI/CD ownership for an integrated university project
  • Experience with source-code generation (Uniface definitions to C# EF Core domains and enitities)

I optimize erly for performance and separation of concerns to reduce the need for disruptive refactors later.


🎯 Interest & Direction

  • Backend systems with non-trivial constrains
  • Optimization problems (e.g. NP-complete scheduling/timetabling)
  • Software architecture as long-term investment
  • AI/ML as a tool

I approach programming with the mindset that there is never a slingle "correct" solution but only different trade-offs. I am not afraid of doing mistakes as I consider every mistake as an opportiunity to learn and improve.

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