Miłosz Gilga

MSc, Eng

Count of contributions in last year: 1,793
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This page serves as a compendium of my software engineering projects, research papers, and other computer science initiatives. The source code for most of them is available on my GitHub profile. The table below highlights selected and currently active projects, while the complete list can be found in the all projects section. You can conveniently browse individual entries by category or the technologies (tags) used.

If you are interested in my academic background, theses, and independent research in digital signal and image processing, network protocol design, or cryptography, I encourage you to visit the education tab. I also discuss the behind-the-scenes development of most of these solutions (often Proof of Concept implementations) in detail on my blog.

This website content is updated regularly and fully automatically. Due to a recent migration and a complete rebuild of the site generator, some project descriptions are not yet ready, but they will be gradually updated. In the meantime, projects can be explored through the README.md files available in the repositories.

News and project updates can be followed by subscribing to the official RSS feed. In case of finding any errors in the descriptions, documentation, or research examples, a message sent to [Click to reveal email] would be highly appreciated. The data processing rules for this website are described in the privacy policy.

Selected projects

ProjectKindDescriptionTech.Status
JArgonaut Static site generatorPersonal website build on top of the my own blazing fast and concurrency Java SSG engine, powered with markdown templates.Java, Freemarker, GraalVM, GraphQL, Jsoup, Markdown, Yaml Maintained Recently updated
TV archives aggregator Data aggregatorTV archives aggregator scraping content from "telemagazyn.pl" and indexing it with more comfortable search system.Java, SpringBoot, Swing, Playwright, React, Typescript, MUI Maintained
Food ordering web app Web appFull stack web application written in PHP with embedded MVC framework created from scratch.PHP, MySQL, Handlebars Completed
Hangout app WebRTC applicationSimple video hangout app using WebRTC in P2P mode with ICE (STUN and TURN) together with signaling servers (PeerJS, Express and Socket.io).Node.js, React, WebRTC Completed
Image encryption using Lorenz attractor R&DImage encryption using Lorenz attractor and maximal Lyapunov exponent. FFT spectrum analysis.Python, Jupyter Notebook Completed
Optic nerve disc detector Computer visionOptic nerve disc detector based on circle Hough transform, self-estimating best result function and Canny's edge detector.MATLAB Completed
Turing machine simulator Compiler & simulatorAn advanced single-tape deterministic Turing Machine simulator with ASM syntax and own custom AoT compiler.React, Typescript Completed
Visphere SaaSOnline chat system build on top of the Kafka event-driven architecture and Netflix microservices stack.Java, Spring Cloud, Kafka, Angular, Typescript, RxJS, Tailwind Completed
JMPSL LibraryJava MultiPurpose Spring Library supplied additional classes and Spring configuration for Java with Spring Boot WebAPI projects.Java, Spring Framework, Spring Security, Spring OAuth2 Abandoned

Independent research

TimelineResearch topicMethodology & details
3.2026 - current In process Steganography in complex wavelet domains

Research on leveraging fixed-point DTCWT, QAM modulation, and multimodal techniques (transient detection) for data hiding in image signals.

4.2026 - 7.2026 Completed Hybrid PQC-ZTNA gateway performance study (NIST FIPS 203/204)@ Silesian University of Technology

Development of a hybrid post-quantum Zero Trust architecture and execution of performance benchmarking using M/G/1 and ECDF/KDE statistical analysis to quantify cryptographic overhead and provide recommendations for optimizing K8s HPA scaling thresholds.

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12.2024 - 7.2025 Completed Subband weight estimation in wavelet decomposition@ Silesian University of Technology

A noise reduction model utilizing an approximated Gaussian function to determine the weights of successive wavelet decomposition subbands. This approach formed the basis of the master’s thesis.

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5.2025 - 6.2025 Completed Experimental stream cipher (Lorenz attractor)

Custom cryptosystem leveraging chaos theory. Utilized differential equation solvers and Lyapunov exponents for pseudorandom keystream generation. Image encryption security was mathematically validated via 2D-FFT spectral analysis.

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10.2023 - 12.2023 Completed Custom encrypted video streaming protocol@ Silesian University of Technology

Engineered a low-latency, encrypted (AES-CTR) real-time video protocol over UDP. Implemented application-layer (L7) packet fragmentation respecting MTU limits.

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