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akash20065ray-sys/README.md

💫 Akash Kumar

Systems Engineer • Low-Latency Audio DSP • Machine Learning Observability

Typing SVG

Email GitHub Live Demo Release

👨‍💻 About Me

I am a multidisciplinary software engineer and systems researcher focused on low-level computer architecture, bare-metal firmware, high-performance digital signal processing (DSP), and production ML observability.

  • 🚀 Core Focus: Eliminating virtualization latency in modern browsers through targeted micro-interception architectures and hardware-level instruction traps.
  • 📜 Research: Author of Targeted Bus-Cycle Interception: A Low-Latency WebAssembly Bridge for 16-Bit Bare-Metal Audio Synthesis and Multi-Timbral Acoustic Resynthesis (Camera-Ready IEEE Conference Publication).
  • 🔬 Engineering Philosophy: Writing close-to-the-metal code, measuring nanosecond-level empirical telemetry, and crafting rich, responsive user interfaces.

🌟 Featured Flagship Projects

🎵 Crimson Orbit

Low-Latency Bare-Metal 8086 Audio Synthesis & Acoustic Resynthesis Platform

  • ⚡ 11.8 ms end-to-end audio latency (6.3× faster than monolithic emulators).
  • ⏱️ 0.889 µs targeted I/O bus-cycle interceptor (PIT 8253 / PPI 61h).
  • 💾 Custom 512-byte MBR bootloader running autonomous real-mode x86 kernel.
  • 🎹 Multi-timbral acoustic resynthesis engine (Steinway Piano, Martin Guitar, Ludwig Drums).
  • 📄 Accompanied by camera-ready 6-page IEEE conference paper & Turnitin verification.

[Live Web Studio] • [Download v1.0.0 Bootable FLP]

👁️ Argus-ML

Production Machine Learning Observability & Statistical Drift Detection Engine

  • 📊 Real-time covariate and concept drift detection on streaming datasets.
  • 📈 Kolmogorov-Smirnov (KS) & Population Stability Index (PSI) testing pipelines.
  • 📉 Automated model performance degradation alerts and telemetry dash.
  • 🛡️ Zero-trust statistical guardrails for mission-critical inference pipelines.

[View Repository]

⏱️ ChronoStudy

Structured Learning & Deep Work Productivity Orchestrator

  • 🎯 Context-aware focus state tracking and distraction mitigation.
  • 📊 Deep work analytics with automated habit decay modeling.

[View Repository]

⚡ Logic_verse

Interactive Discrete Logic & Digital Circuit Simulation System

  • 🔌 Gate-level dynamic propagation delays and clock phase generation.
  • 📐 Modular schematic builder with interactive truth-table verification.

[View Repository]

🛠️ Technical Arsenal & Competencies

Domain Technologies & Frameworks
Low-Level & Systems x86 C Wasm MBR PIT8253
Audio & Digital Signal Processing WebAudio AudioWorklet FFT LFSR
Machine Learning & Data Python PyTorch ScikitLearn Pandas NumPy
Web & Interactive Engineering JavaScript HTML5 CSS3
Virtualization, Hypervisors & Tools Git QEMU Linux Docker

📊 GitHub Activity & Telemetry

Akash's GitHub Stats Top Languages

📜 Publications & Research Manuscripts

@inproceedings{crimsonorbit2026,
  author    = {Aher, Krishna and Bhargude, Sanskar and Agaldare, Ghansham and Birare, Hari and Kumar, Akash},
  title     = {Targeted Bus-Cycle Interception: A Low-Latency WebAssembly Bridge for 16-Bit Bare-Metal Audio Synthesis and Multi-Timbral Acoustic Resynthesis},
  booktitle = {Proceedings of the IEEE Conference on Computer Systems and Multidisciplinary Engineering},
  year      = {2026},
  pages     = {1--6},
  publisher = {IEEE}
}
Designed with precision by Akash Kumar • Built on real-mode x86 & modern WebAudio

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  2. Pokemon_Game Pokemon_Game Public

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  3. Logic_verse Logic_verse Public

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  6. ChronoStudy ChronoStudy Public

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