Embedded AI
Edge intelligence
On-device inference, quantization, latency tuning, voice-first systems, and edge-to-cloud architecture.
Insights
Engineering notes
from systems to intelligence.
Architecture, experiments, design tradeoffs, and research notes across embedded systems, AI/ML, automotive platforms, cloud engineering, and emerging computing.
Themes
Topics worth going deeper on.
This page is now structured as the technical publishing hub for Zenova Systems.
Systems
C/C++ & Rust
Concurrency, memory behavior, IPC, undefined behavior, performance, ownership, and low-level design.
Automotive
AAOS & connected vehicles
AOSP, HALs, connectivity, telematics, audio, diagnostics, security, and platform integration.
Cloud
Connected platforms
Backend systems, Firebase, Google Cloud, OTA, observability, APIs, and secure device integration.
AI / ML
Applied intelligence
LLMs, RAG, agentic workflows, anomaly detection, model evaluation, and AI-assisted engineering.
Research
Quantum & emerging computing
QCNNs, hybrid workflows, quantum-assisted classification, and experimental architectures.
Featured directions
Current writing queue.
These are high-value technical themes for upcoming Zenova articles. Existing blog posts can be linked into this list as they are standardized.
Embedded AI01
Designing an in-cab AI assistant from device services to cloud reasoning
Hardware/software integration, voice interaction, diagnostics, connectivity, inference, and reliability.
Systems02
Debugging deadlocks, race conditions, and latency in multi-language platforms
A systems approach spanning C/C++, Rust, Java/Kotlin, logging, profiling, and AI-assisted debugging.
Automotive03
From Android Automotive framework to HAL: understanding the complete execution path
Architecture boundaries, services, Binder/IPC, native components, hardware interfaces, and debugging.
Research04
QCNN architectures for hybrid classical/quantum machine learning
Practical research questions, encoding choices, circuit design, evaluation, and limitations.
Technical publishing
Build a useful engineering knowledge base.
As Zenova articles are published, this page can evolve into a searchable collection organized by architecture, platform, language, and research area.