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rustnew/README.md
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MLOps / AIOps Engineer · Rust Backend · AI Compiler Builder

GitHub followers Rust Kubernetes LLVM PyTorch

LinkedIn · Email · Mastodon


About

I'm a systems-first AI engineer. Instead of focusing only on models, I focus on what makes them run efficiently in production: distributed GPU orchestration, KV-cache routing, compiler-level cost prediction, and low-level Rust performance.

  • 🎓 Bachelor's degree in Artificial Intelligence, currently completing a Master's in Data Science & Artificial Intelligence
  • 🦀 Rust systems builder — from neural networks written from scratch to sub-100µs trading engines, with zero unnecessary Python runtime dependency
  • ⚙️ Currently MLOps Engineer at Adorsys
  • 🧮 Building NEURAX, an analytical compiler that predicts FLOPs/VRAM/cost of any neural net before it loads
  • 🔎 Open to MLOps / Platform / Rust backend engineering roles and infrastructure consulting

Core Skills

Domain Stack
MLOps / Infra Kubernetes · Helm · vLLM · LMCache · llm-d · KEDA · Karpenter · Prometheus · Grafana
Rust Backend Tokio · Actix-web · kube-rs · candle · serde · Rayon
AI Compilation MLIR · LLVM · CUDA · Triton · ONNX · custom IR design
ML Engineering PyTorch · TensorFlow · Burn · MuJoCo/PPO · CNN/LSTM

Featured Projects

Selected from github.com/rustnew for technical depth and relevance to production AI infrastructure.

Project Stack Impact
NEURAX Compiler design · MLIR/LLVM concepts Analytical compiler that predicts FLOPs, VRAM, latency & cost of a neural net before it ever runs
Lift Rust · Custom IR Next-gen intermediate representation bridging high-level ML frameworks and heterogeneous hardware (GPU, QPU)
Witch-Bridge (Rust ⇄ C++) Rust · C++ · GGUF Hybrid algorithmic trading engine with local AI inference, tuned for deterministic sub-100µs tick-to-trade latency
Rust_network Rust · ndarray Neural network built from scratch — forward/backward pass, autodiff — no ML framework dependency
Malaria_model_2 Rust · Burn · CNN Automated malaria detection from blood smear images via a CNN, fully implemented in Rust with Burn

GitHub Stats

GitHub Streak Stats
GitHub Trophies

Currently

Building NEURAX, a static analytical compiler for neural network architectures — predicting compute cost, memory footprint, and latency before a model ever loads, to help teams plan AI infrastructure spend before committing hardware.

Active R&D: AI compiler design (NEURAX) · cross-language AI inference bridges (Rust/C++) · low-level neural network implementations in Rust.


Open to Rust / MLOps / AI infrastructure roles — let's talk.

Pinned Loading

  1. Lift Lift Public

    Rust compiler framework: unified SSA IR for AI + quantum, 13 optimisation passes, O0-O3 pipelines, LLVM/ONNX/QASM backends.

    Rust 7 1

  2. Combine_Rust_and_C-_Witch_Bridge_CXX Combine_Rust_and_C-_Witch_Bridge_CXX Public

    A hybrid C++/Rust algorithmic trading engine with local AI inference (GGUF), designed for deterministic sub‑100 µs tick‑to‑trade latency.

    Makefile 1

  3. awesome-rust awesome-rust Public

    Forked from rust-unofficial/awesome-rust

    A curated list of Rust code and resources.

    Rust

  4. awesome-tensor-compilers awesome-tensor-compilers Public

    Forked from merrymercy/awesome-tensor-compilers

    A list of awesome compiler projects and papers for tensor computation and deep learning.

  5. UMC UMC Public

    UMC — The ffmpeg of AI models. Convert any model format to any other format (GGUF, ONNX, SafeTensors, CoreML, TensorRT...) without quality loss, at maximum speed, with mathematical proof. Built in …

    Rust 3

  6. Giemsa Giemsa Public

    AI system for malaria detection from blood smear images Implemented in Rust (Burn) with an Axum inference API and a Yew web UI.

    Rust 1