01 / INTELLIGENCE
AI & Intelligent Systems
LLMs, RAG, agentic workflows, on-device ML, inference optimization, and AI-assisted engineering.
Engineering + Applied Research
Engineering intelligent systems
from edge to cloud.
Applied R&D across artificial intelligence, embedded systems, automotive platforms, cloud infrastructure, systems performance, and emerging computing.
AI / MLEDGE AIC / C++RUST
AOSP / AAOSLINUXGOOGLE CLOUDQUANTUM R&D
Engineering domains
Where software meets systems.
Zenova focuses on technically demanding problems that span device software, intelligent applications, connected platforms, and system-level reliability.
02 / EDGE
Embedded & Edge Computing
C/C++, Rust, Linux, firmware, IPC, device services, diagnostics, and constrained-system design.
03 / MOBILITY
Automotive Platforms
Android Automotive, AOSP, HAL integration, CAN, BLE, telematics, infotainment, and platform services.
04 / CLOUD
Cloud & Connected Systems
Google Cloud, Firebase, APIs, OTA workflows, observability, backend integration, and connected-device architecture.
05 / PERFORMANCE
Systems Performance
Concurrency, race conditions, deadlocks, memory behavior, latency analysis, profiling, and reliability engineering.
06 / RESEARCH
Emerging R&D
Quantum ML, QCNN experimentation, edge intelligence, hybrid architectures, and AI-assisted software development.
Applied research
Exploring architectures before they become obvious.
Research themes connect practical engineering with new methods in AI, embedded computing, automotive software, and quantum machine learning.
Voice-first embedded AI systems with edge-to-cloud intelligence.
Architecture research around local inference, machine interfaces, hardware integration, diagnostics, OTA, secure backend communication, and cloud-assisted reasoning.
AAOS & AOSP platform engineering
HAL integration, connectivity, system services, performance, audio, and platform reliability.
QCNN & hybrid learning experiments
Exploring quantum-assisted classification and hybrid classical/quantum workflows.
Technical depth
Built across the full stack of intelligent devices.
From low-level execution and device integration to cloud services and AI workflows.
Systems & platform engineering
LanguagesC, C++, Rust, Java, Kotlin, Python
PlatformsLinux, Android, AOSP, AAOS, RTOS
ConnectivityBLE, Wi‑Fi, CAN, NFC, IPC, messaging
ReliabilityProfiling, concurrency, memory, diagnostics, security
AI, cloud & research
AI / MLLLMs, RAG, TensorFlow, TFLite, scikit-learn
CloudGoogle Cloud, Firebase, APIs, automation, observability
Edge AIQuantization, pruning, latency tuning, constrained inference
ResearchQCNN, quantum ML, hybrid architectures, experimentation
Insights
Engineering notes, architecture, and research.
Technical writing focused on practical system design and emerging computing approaches.
Build / Research / Explore
Working on a difficult systems problem?
Explore Zenova's engineering and research work across embedded platforms, intelligent systems, automotive software, and connected cloud architectures.