Case studies
Selected case studies.
A closer look at how we build robust, scalable, and intelligent systems - across firmware, AI, cloud, and the edges in between.
Confidential - Industrial & Logistics
Bold Interfaces for Complex Worlds
A glance at two private platforms we designed and built end-to-end - proof of how seriously we take the frontend on ambitious, data-dense products.
Design SystemsUI/UXSvelteKitData VizReal-time
Internal R&D
KAI: A Training-Free Vector Search Engine
Building a high-performance semantic search engine without the overhead of offline training, centroids, or proprietary indexing structures.
AIVector SearchRustSIMDDatabase
Industrial Logistics Operator
Industrial IoT Fleet Telemetry Platform
End-to-end IoT tracking platform for a fleet of 5,000+ vehicles - from custom ESP32 firmware and binary MQTT payloads to a WebGL-powered real-time dispatch dashboard.
EmbeddedC++SvelteKitWebSocketsMQTT
FinOps Client (EMEA)
Automated Financial Reconciliation Pipeline
Replacing a two-week manual month-end close with a Python ETL pipeline and ML anomaly detection layer - reducing reconciliation time from 14 days to under 3 hours.
PythonAICloud FunctionsAutomation