Full‑stack & ML Developer · Rustacean · OSS Advocate
🛠 Building performant, type‑safe software at the intersection of Machine Learning,
WebAssembly, and Developer Tooling.
I'm a developer obsessed with shipping real‑world, production‑grade machine‑learning and web solutions. My toolbox spans Python, JavaScript/TypeScript, and Rust, with deep experience in PyTorch, FastAPI, React, Deno, and WebAssembly. When I'm not coding, I'm probably reverse‑engineering file formats, reading about compilers, or automating something that shouldn't be automated.
| Project | Description | Tech Highlights |
|---|---|---|
| Rex‑ORM | Modern TypeScript ORM for Deno with real‑time sync, GraphQL schema generation, and serverless‑first DX. | Deno • TypeScript • PostgreSQL/SQLite • GraphQL |
| Node‑Rust‑PTY | High‑performance PTY bindings for Node.js with virtual DOM rendering and advanced session management. | Rust • N‑API • xterm.js |
| Stega | CLI framework for Deno featuring workflow automation, template generation, and service management. | Deno • TypeScript • YAML |
| Scriptic | Minimalist embeddable Python REPL with zero dependencies. | C • Python/C‑API |
| MDX‑to‑JSON | Transforms MDX documents into structured JSON for headless CMS and data pipelines. | Next.js • MDX • Vite |
| TGC | Graph‑aware, WASM‑powered TypeScript compiler with granular security policies and cross‑platform binaries. | Rust • Wasm • SWC |
- Machine Learning – NLP & CV, model compression, ONNX, CUDA kernels
- Web Development – React, Vite, FastAPI, GraphQL, htmx
- Rust & WebAssembly – Systems programming, compiler plugins, WASI, sandboxed plugins
- Dev Tooling – CLIs, bundlers, test frameworks, fuzzers
- Security – Secure coding, penetration testing, side‑channel analysis
- Open Source – I maintain a handful of OSS projects and contribute where I can.
- Twitter / X: @Layer_Dynamics
- LinkedIn: LayerDynamics
- Email: layerdynamics@proton.me
“Talk is cheap. Show me the code.” — Linus Torvalds