computerComputer Science (Year 3)
Where: 42Warsaw
Dates: 02.2024 — Present
Focused on systems architecture, low-level programming, and performance engineering. Courses include OS design, distributed systems, and advanced algorithms.
System Capacities // v2.0.4
SOFTWARE DEVELOPER
STUDENT
Architectural Status
personAbout Me
I build systems: low-level architecture, performance tuning, and reliable distributed services. I enjoy pushing boundaries at the kernel and runtime layers, and designing maintainable infrastructure for ambitious AI and systems projects.
I focus on clean, maintainable code and observable systems that scale. Open to collaborations in systems engineering and ML infrastructure.
school
EDUCATION & CERTS
business_centerManagement (Year 2)
Where: WSKZ
Dates: 2024 — Present
Studying project management, organizational behaviour, and product strategy to bridge technical work with business impact and leadership.
verifiedCertifications
In progress:
schoolRépertoire National des Certifications Professionnelles Level 6 (RNCP 6) — expected 2027
In progress:
Claude Certified Architect — expected 2026
bolt
SKILLS
code
Languages
Low-level architecture and high-performance language foundations.
C / C++
Intermediate
Systems & Performance
Python
Experienced
Scripting, Tooling & ML
psychology
Neural Infra
Specialized AI runtimes and hardware-accelerated computation.
model_training
LLM_RUNTIMES
Ollama / vLLM / TensorRT
memory
ACCELERATION
CUDA Optimization
account_tree
CONCURRENCY
Asynchronous IO / Threads
cloud
Network Ops
Distributed systems, microservices, and containerization.
lan
NETWORKING
TCP/UDP & Sockets
deployed_code
KUBERNETES
Cluster Mgmt / GitOps
box
VIRTUALIZATION
Docker / VFIO / QEMU
🐧
Systems & Infrastructure
I manage my development environment as Infrastructure-as-Code. Utilizing a declarative NixOS stack, I focus on bridging software development with low-level kernel performance and hardware orchestration.
memoryArchitecture & Kernel
- Declarative OS: Reproducible system state managed via Nix Flakes and Home Manager.
- Kernel Tuning: CachyOS (v3) kernel with sched_ext (eBPF) for dynamic task scheduling.
- Virtualization: VFIO GPU Passthrough via VFIO / QEMU for near-native Windows performance.
shieldHardware & Security
- Hardware Control: Custom udev rules to physically unbind the dGPU for maximum battery efficiency.
- Security: LUKS encryption with TPM2 auto-unlock and Lanzaboote for Secure Boot.
buildKey Tools
NixOS
Docker
Tailscale
VFIO / QEMU
Git
folder
PROJECTS
image_searchVectorView
Semantic image search engine
codePython
databaseLanceDB
image_searchVectorView
Semantic image search engine
codePython
databaseLanceDB
An AI application enabling natural language search of image collections (semantic search) based on the Vision Transformer (SigLIP) model. I implemented embedding generation, a vector database (LanceDB) for fast searches, and performance optimization through multithreading and GPU acceleration (CUDA/Mixed Precision).
memoryGPU Acceleration
lanMultithreading
searchSemantic Search
smart_toyLuma
Local AI assistant
psychologyOllama
terminalLLM
smart_toyLuma
Local AI assistant
psychologyOllama
terminalLLM
A local assistant controlling the system (brightness, volume, applications) with integration of LLaMA models via Ollama. The project includes command interpretation, TTS/STT, and automation of system operations. I gained experience with on-device AI models and the integration of multiple components.
record_voice_overTTS/STT
automationAutomation
memoryOn-device AI
publicft_transcendence
A full-stack web application
codeTypeScript
dnsDocker
publicft_transcendence
A full-stack web application
codeTypeScript
dnsDocker
A microservice-based application: backend in Node.js, frontend in TypeScript (Vite + Tailwind), reverse proxy in Nginx, containerization with Docker/Docker Compose, and a local database. Tested using Selenium in Python. The project taught me production architecture, service integration, and working with container infrastructure.
account_treeMicroservices
bug_reportE2E Testing
storageSQLite3
forumft_irc
RFC 1459-compliant IRC server
codeC++
settingsSockets
forumft_irc
RFC 1459-compliant IRC server
codeC++
settingsSockets
A multi-user IRC server supporting channels, user roles, and socket-based communication and multiplexing mechanisms (poll/select). The project developed my skills in network programming, thread synchronization and working with low-level system APIs.
syncMultithreading
lanNetworking
memoryLow-level API
view_in_arCub3D
Raycasting-Based 3D Engine
codeC
brushGraphics
view_in_arCub3D
Raycasting-Based 3D Engine
codeC
brushGraphics
A rendering engine inspired by Wolfenstein 3D: raycasting, textures, collisions, and rendering optimization. This project developed my skills in algorithmic thinking, computer graphics, and writing efficient C code.
architectureAlgorithms
speedOptimization
3d_rotationRaycasting