Software Development · Real-Time Systems · Geospatial Data · AI
Building NieboGuard — open aviation & situational awareness tools

I build web platforms, real-time data systems, geospatial tools and AI-powered applications.

I'm an independent developer. My main focus is NieboGuard, an aviation and situational awareness platform for Poland, and its public community toolkit. I care about clear interfaces, reliable data pipelines and software that people can actually use.

English · Polski

I work across the stack, from data ingestion and event processing to the interface that makes the data understandable.

• Real-time data streaming — event-driven pipelines, WebSocket updates and live state.
• Web applications and PWAs — fast, responsive interfaces with a focus on clarity.
• Geospatial visualization — interactive maps, coordinate systems and location-aware data.
• Aviation data — ADS-B processing, airspace context and protocol tooling.
• AI-assisted processing — computer vision, audio analysis and LLM-assisted workflows, always with human review.
• Automation and developer tooling — scripts, SDKs, CI and reproducible environments.
• Open-source collaboration — documentation, examples and maintainable public tooling.

An interactive aviation map and situational awareness platform for Poland.

Website · Community repository

NieboGuard brings public aviation data, airspace information, official source updates and community observations into one readable map. The project combines a real-time data pipeline with a browser-based interface and a set of public tools for learning, testing and contribution.

Status at a glance:

• Live interactive map — Available — Aviation layers, airspace zones, community reports and history views on nieboguard.pl.
• ADS-B and public data feeds — Available — Public ADS-B sources and official/open data; not a radar and not a replacement for official sources.
• Community reporting — Available — User-submitted observations are unverified and clearly separated from official data.
• History and analytics — Available — Time-window views for recent airspace activity.
• Alerts and notifications — Available — Regional alerts and source updates on the public site; not an official warning channel.
• AI situation assistant — Preview — Answers only from the public state of configured sources; it does not confirm a threat.
• AR sky view / sky scan — Preview — Experimental interface for nearby objects and horizon context.
• Computer vision and audio AI — Experimental — Audit tools and tutorials live in the community repository.
• Satellite data layer — Experimental — Public data layer; coverage and interpretation are limited.
• Mobile client — Early test build — Debug-signed test APK in the community repository; not a store release.

Important: NieboGuard is an independent information platform. It is not an official public warning system and not air traffic control. It does not replace RCB alerts, sirens, emergency-service messages or 112. Data and community reports may be delayed, incomplete or unverified.

Public entry points on the platform:

• Live aviation map — available
• Sky scanner / AR — preview
• Community reports — available
• Alerts and notifications — available
• Aircraft explorer — available
• Safe neighborhood — available
• AI assistant — preview
• Knowledge base — available
• Protocol Lab — available

github.com/pwojczyn/NieboGuard-Community

The public home for the parts of the project that can be shared safely: documentation, SDKs, synthetic sample data and community tools. Production code, secrets, user data and infrastructure configuration stay private.

What is public today:

• Sensor Hub — an adapter-driven server for aviation and sensor data, with ADS-B parsing, ASTERIX CAT021/048/062 encoders, SQLite storage and REST/ WebSocket interfaces. It is under active development: authentication and rate limiting are incomplete, full storage→API→WebSocket integration is partial, and ASTERIX support is encoder-only.
• Protocol Knowledge Base — public notes, sources and a compatibility matrix for ADS-B, ASTERIX and related formats.
• Simulator and Protocol Lab — synthetic traffic, replay, virtual radar and error-injection scenarios. All simulation data is explicitly synthetic.
• JavaScript and Python SDKs — small, dependency-light clients for the read-only public API.
• Examples and sample data — ADS-B, feed and state fixtures that are safe to run locally.
• Volunteer and contributor material — tutorials, task lists and GitHub templates.
• One mobile test build — a debug-signed APK with a published checksum; not a production release.

Good first contributions:

• improve documentation, diagrams or Polish/English wording,
• add tests for adapters, encoders or the simulator,
• extend synthetic scenarios and sample data,
• share a sanitized ADS-B, audio or vision use case,
• report a reproducible bug through GitHub Issues.

Please do not post secrets, personal data, private coordinates or raw production logs. Security issues should be reported privately.

• Contributing guide
• Code of Conduct
• Security policy
• Open issues

Real-time systems  ·  Geospatial data  ·  Cloud & edge  ·  AI-assisted tooling

I prefer small, observable systems: a clear data path, explicit status, graceful degradation and a UI that tells the user what is known, what is estimated and what is missing.

Frontend HTML · CSS · JavaScript · PWA

Cloud and edge Cloudflare Workers · Cloudflare Pages · D1 · KV · R2 · Durable Objects

Backend and data Node.js · Python · Go · SQLite · REST · WebSocket

Infrastructure and automation Linux · VPS · Docker · GitHub Actions

Data and visualization ADS-B · ASTERIX · Geospatial data · Interactive maps · Real-time APIs

Earlier work Java · Spring · MySQL · PHP

_{The cloud list describes the high-level platform stack used across private and public work. No infrastructure, account or deployment details are published. Some capabilities are experimental; see the section below.}

Workers AI · LLM integration · Computer vision · Audio processing · Satellite data · AR interfaces

These are active experiments, not production guarantees. Public examples and audit tools for some of them are available in NieboGuard Community.

• HostStats — a Spring Boot host monitoring dashboard with MySQL, REST and Nginx, published in 2017. Kept as an example of earlier full-stack work.

Other public repositories from 2017–2023 are learning projects and experiments. They remain available in the repositories tab, but they are not presented here as current products. Forks are not listed as original work.

_{* By language bytes across public non-fork repositories.}

Updated automatically from public GitHub data. No third-party card service is required for this section to render.

I'm interested in projects involving:

• aviation and geospatial data tooling,
• real-time dashboards and event pipelines,
• offline-first and mobile-friendly web interfaces,
• AI-assisted data processing with clear human oversight,
• documentation, SDKs and developer experience.

Open an issue in NieboGuard Community or use the contact page.

• Channel: @NieboGuard
• App / bot: @NieboGuardBot
• Community group: @nieboguardcommunity

_{Independent software development · Aviation, geospatial data, real-time systems and AI
NieboGuard is not an official warning system or air traffic control service.}

English · Polski