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Capataina/README.md

πŸ‘‹ Hi, I'm Cap

I'm a systems-focused software engineer building compilers, low-latency engines, and performance-critical infrastructure in Rust.

  • πŸŽ“ Computer Science student graduated in July 2025
  • πŸ’» Looking for hybrid Rust/C++ systems roles in London
  • πŸ“Œ Strong interest in: infra, protocol design, AI tooling, trading engines, multi-agent systems
  • πŸ” Long-term goal: Become a high-performance specialist in compilers, GPU runtimes, and low-latency systems

🧠 My Focus Areas

  • 🧡 High-performance compilers and kernel fusion (e.g. ONNX/TorchScript)
  • ⚑ Lock-free engines and real-time matching systems
  • 🧬 AI infra, graph optimizers, and runtime tuning
  • 🌐 Network protocols, concurrency models, and async runtimes
  • πŸ€– Multi-agent AI systems and orchestration frameworks

πŸš€ Projects I'm Working On

πŸ”§ Project 🧠 Tech πŸ“„ Summary
Xyntra Rust, egg, wgpu, ONNX Kernel-fusion compiler pass for ONNX/TorchScript graphs, emits fused GPU kernels using WGSL/PTX
Zyphos Rust, TCP, Threads, Concurrency Modular multithreaded HTTP server in Rust built from scratch with async-like threading model
Nyquestro Rust, Atomics, Lock-Free Ultra-low-latency limit-order-book engine with lock-free price levels and correctness-tested matching logic
Vynapse Rust, Autodiff, NEAT, SGD, Graph IR Hybrid learning engine combining DEAP/NEAT-style evolution with PyTorch/TensorFlow-style autodiff and graph execution in safe Rust
Debate CLI Python, Asyncio, AI APIs, TOML Multi-LLM debate orchestrator with recursive summarization, async provider integration, and research-grade analytics

🧭 Currently Exploring

  • πŸ§ͺ Writing a research-style whitepaper on kernel fusion design (Xyntra)
  • πŸ“ˆ Benchmarking latency + throughput in lock-free engines (Nyquestro)
  • ✍️ Publishing a research on the math behind tensor algebra and kernel fusion β€” covering rewrite rules, DAG transformations, and performance implications
  • πŸ€– Building a framework for orchestrating multi-model AI debates to surface emergent consensus and divergent perspectives

Pinned Loading

  1. Vynapse Vynapse Public

    A Rust-native deep learning and neuroevolution engine, written as a hybrid learning runtime that unifies the paradigms of NEAT, DEAP, PyTorch, and TensorFlow. Supports NEAT-style topology mutation,…

    Rust 2 1

  2. Zyphos Zyphos Public

    Bare-metal Rust HTTP/1.x server that transforms raw TCP streams into RFC-compliant responses via a custom thread-pool. It doubles as an annotated code-lab for exploring sockets, parsing, routing, a…

    Rust 2

  3. Nyquestro Nyquestro Public

    Lock-free limit-order-book engine in safe Rust built for ultrafast, low-latency trading workflows. FIX/UDP/JSON gateways feed a slab-allocated atomic core that streams real-time ITCH quotes, comple…

    Rust 1 1

  4. Xyntra Xyntra Public

    Automatic kernel-fusion compiler pass in safe Rust built for cross-platform deep learning acceleration. ONNX/TorchScript graphs are pattern-matched and compiled into fused GPU kernels via wgpu or P…

    Rust 1

  5. Asteroids-AI Asteroids-AI Public

    5 different AI/ML models compared in the game Asteroids.

    Python

  6. Neuronika Neuronika Public

    AI based note taking and personal knowledge management application.

    TypeScript