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hardware-software-co-design

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A humble exploratory PoC for a hardware-native, optical timing-frozen control plane engine. Fuses inline CUDA PTX, RAII memory tunnels, and 4D JAX shard_map structures to investigate 0ns-overhead fault-tolerant routing for hyperscale distributed AI.

  • Updated Aug 9, 2026
  • Python

AI-assisted smart irrigation system combining ESP32 embedded hardware, multi-source power electronics, self-hosted cloud backend, MQTT communication, automation workflows, and context-aware decision logic validated in real-world operation.

  • Updated Jan 23, 2026
  • C++

Comprehensive survey of CNN hardware acceleration across FPGA, ASIC, and VLSI implementations spanning five real-world domains. Presents unified benchmarks, cross-domain optimisation strategies, and key research challenges for efficient, low-power, real-time AI systems; manuscript under review.

  • Updated Apr 3, 2026

An open-source live telemetry and system modeling engine for generative AI. Track total system resource utilization in real time across storage, memory paths, and compute blocks to eliminate black-box execution failures and accelerate the development of next-generation AI and generative AI architectures.

  • Updated Aug 4, 2026
  • Rust

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