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Achievement: Pull SharkAchievement: YOLO

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Achievement: Pull SharkAchievement: YOLO

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surajbhan/README.md

Surajbhan Satpathy

Systems Architect & Founder | Low-Latency Backend Systems, Analytical Storage Engines & Distributed Computing.

🛠 Core Engineering Focus

  • High-Performance Storage & Systems: Designing analytical database engines, column-store platforms (Parquet/Arrow), and asynchronous I/O architectures (io_uring, tokio).
  • Constrained & Edge Machine Learning: CPU-bound local inference pipelines, quantized sub-1B architectures, and strict JSON schema generation (llama.cpp, ONNX Runtime).
  • Photonic & Alternate Compute: Exploratory work in non-electronic computing mechanics, optical perceptrons, and physical state switches.
  • Cloud & Distributed Infrastructure: Microservice topologies, event-driven streaming (NATS), and cost-optimized compute runtimes (AWS Graviton, container orchestration).

💻 Primary Tech Stack

Rust Python AWS Docker Linux

📌 Key Open-Source & Research Projects

  • Analytical Database Engine Components: Custom Rust storage abstractions built for high-throughput, low-latency analytical queries.
  • Optical Perceptron: Exploratory photonic computation architectures implementing angle-tunable weights for non-electronic state switches.
  • Constrained Extraction Pipelines: High-speed token-level grammar validation and structural parsing engines.

📬 Connect

Pinned Loading

  1. lightbrowser lightbrowser Public

    A headless browser for AI agents, in Rust: DOM, JavaScript, CSS cascade and box layout — without a renderer.

    Rust 2

  2. tinyhetmoe tinyhetmoe Public

    Python 3

  3. freeToken-rs freeToken-rs Public

    Rust port of FreeToken: bandwidth-adaptive MoE offload engine (arXiv:2608.16157). Hybrid CPU/GPU expert serving with LRU slot cache, q4_0 CUDA kernels, GGUF loader.

    Rust 3

  4. hetmoe hetmoe Public

    Python 1

  5. model2vec-rust model2vec-rust Public

    HTML 1

  6. texxt2json texxt2json Public

    Rust 1