Skip to content
View Capataina's full-sized avatar

Highlights

  • Pro

Block or report Capataina

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Capataina/README.md

👋 Hi, I'm Cap

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

  • 🎓 Computer Science student graduated in July 2025
  • 💻 Looking for hybrid Rust/C++ systems roles in London
  • 📌 Strong interest in: infra, protocol design, AI tooling, trading engines, multi-agent systems
  • 🔍 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
  • 🤖 Multi-agent AI systems and orchestration frameworks
  • 🖼️ Local-first applications with embedded ML and privacy-preserving design
  • 💹 Trading infrastructure and financial systems engineering

🚀 Projects I'm Working On

🔧 Project 🧠 Tech 📄 Summary
Tectra C++20, FlatBuffers, Lock-Free, Shared Memory High-performance trading infrastructure with market data feed handler, pre-trade risk engine, kill-switch, and deterministic replay; targeting >1M msgs/sec with microsecond-level latency
Image Browser Rust, Tauri v2, React 19, SQLite, ONNX, CLIP Local-first Pinterest-style image manager with semantic search via CLIP embeddings, visual similarity recommendations, and fully offline architecture with complete user privacy
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 Network protocol laboratory implementing HTTP servers from scratch in Rust; learning sockets, concurrency, parsing, and performance engineering through 30 structured milestones from raw TCP to HTTP/2, WebSockets, and QUIC
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

  • 🧪 Writing a research-style whitepaper on kernel fusion design (Xyntra)
  • 📈 Benchmarking latency + throughput in lock-free engines (Nyquestro)
  • ✍️ Publishing research on the math behind tensor algebra and kernel fusion — covering rewrite rules, DAG transformations, and performance implications
  • 🤖 Building a framework for orchestrating multi-model AI debates to surface emergent consensus and divergent perspectives
  • 🖼️ Exploring local-first application architectures with embedded ML models for privacy-preserving semantic search and content organization
  • 💹 Designing production-grade trading infrastructure with deterministic replay, pre-trade risk controls, and sub-microsecond latency requirements

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 4 1

  2. Zyphos Zyphos Public

    Structured learning laboratory for network programming built through HTTP server implementation in Rust — progressing from raw sockets to modern protocols (HTTP/2, WebSockets, QUIC) while incorpora…

    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. Tectra Tectra Public

    A modern C++ trading-infrastructure stack for real-world finance; combining a low-latency market-data feed handler, pre-trade risk checks, strategy execution framework, backtesting engine, firm-wid…

    C++ 1

  6. PinterestStyleImageBrowser PinterestStyleImageBrowser Public

    A local-first, AI-powered image management application that combines traditional filesystem indexing with semantic search capabilities. Built with Rust, Tauri, and React, it provides a Pinterest-st…

    Rust