Demystifying GPU inference primitives by tracing FlashAttention, PagedAttention, and KV-cache reuse back to classic operating system memory paging and hardware scratchpads.
Systems Engineer specializing in High-Performance Rust, Bare-Metal C/C++, and Zero-Copy Polyglot Architectures.
Systems Engineer focused on low-latency architectures, bare-metal C/C++ FFI, and production Rust backends. I specialize in eliminating runtime bottlenecks at the C-ABI boundary—building high-throughput polyglot extensions (PyO3, FFI) and zero-copy memory pipelines for AI/ML inference and SaaS infrastructure. Core Stack: Rust (Axum, Candle, SQLx), C++17/23, C23, PyO3, PostgreSQL, MinIO. Proof of Work: Creator of FinTally—a pure Rust finance platform evolved from legacy Node.js/Django to FastAPI + PyO3, and ultimately rewritten into a full-stack Rust architecture powered by bare-metal C/C++ native engines via extern "C" FFI.
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