SkyAlgorithm / Aviation data infrastructure
Telemetry systems for flight operations.
Flight tracking, replay, and operational support built from telemetry up.
System view
Signal flow
Ingest
Signals and records
Replay
Event stream and storage
Operate
Tracking, maintenance, support
Signature stack
Built for telemetry, orchestration, and dependable operations.
The stack is chosen for event replay, operational visibility, infrastructure repeatability, and systems that can run across edge and cloud.
Built with proven tech
Terraform
Kubernetes
Docker
Apache Kafka
Apache Airflow
PostgreSQL
TimescaleDB
Trino
Ansible
Python
AWS
OCI
System view - How the system works
SkyAlgorithm integrates telemetry, infrastructure, and decision support into one connected operational system.
- Receiver ingest. ADS-B feeds, weather inputs, maintenance records, and operational logs enter through validation and buffering layers designed for reliability.
- Streaming and replay. Kafka-based pipelines preserve timing, ordering, and replayability so investigations and product decisions are grounded in the same event history.
- Storage and modeling. TimescaleDB, Trino, and warehouse-friendly data products keep historical analysis, operational dashboards, and model features on the same foundation.
- Operational AI. Applied AI sits on top of the system for anomaly detection, decision support, and monitored workflows instead of detached experimentation.
What we build
Selected systems and case studies.
Public case studies are linked where available. Additional project references are available on request.
Telemetry UI
SkyTrace
Cockpit-style flight tracking with historical replay, live traffic context, and a front end shaped by operational telemetry rather than dashboard theater.
Evidence
Public case study available now.
Data infrastructure
Telemetry platform
Edge receivers, event pipelines, lakehouse storage, and observability built as one system so downstream analytics do not drift from reality.
Evidence
Public case study available now.
Applied AI
Predictive maintenance
Maintenance support systems that combine telemetry, historical records, and versioned ML workflows to surface signal before disruption hits operations.
Evidence
Representative private delivery references available on request.
Behind the studio
SkyAlgorithm is founded by Ondrej Grünwald, a data infrastructure engineer with 15+ years across enterprise platforms at Oracle and SAP, and a Ph.D. in Electrical Engineering from Czech Technical University in Prague. The studio brings research-level rigor to production-grade aviation systems.
Have a technical challenge?
We work on data infrastructure, platform architecture, and applied AI for aviation and mission-critical operations. Happy to talk through it.
Location
- SkyAlgorithm Studio
150 00 Prague, Czech Republic