AI Systems Engineer · Edge AI · Rust · Computer Vision · Embedded Systems · Distributed Systems
Taipei, Taiwan 🇹🇼 · Available for global remote opportunities
#[derive(Debug)]
struct SamYeh {
focus: &'static str,
stack: &'static [&'static str],
domains: &'static [&'static str],
}
impl SamYeh {
const fn new() -> Self {
Self {
focus: "AI systems that operate in real-world, offline, and constrained environments",
stack: &[
"Rust (Actix / Tokio)",
"Python (FastAPI / ML pipelines)",
"Go (distributed services)",
"C / C++ (embedded / RTOS / ESP-IDF)",
"Kubernetes / Docker",
"ESP32-S3 / Edge devices",
],
domains: &[
"Edge AI & Embedded Systems",
"Computer Vision Pipelines",
"AI Infrastructure & Distributed Systems",
"Enterprise System Integration",
],
}
}
}
impl std::fmt::Display for SamYeh {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
writeln!(f, "Focus : {}", self.focus)?;
writeln!(f, "Stack :")?;
for s in self.stack { writeln!(f, " - {s}")?; }
writeln!(f, "Domains:")?;
for d in self.domains { writeln!(f, " - {d}")?; }
Ok(())
}
}
fn main() {
println!("{}", SamYeh::new());
}TinyBit — MatMul-free Ternary-Mamba LLM on ESP32-S3
Edge-deployed LLM on microcontroller · 15.82 tok/s · 8MB PSRAM · Open-source
20+ years across precision industrial systems (TSMC, Ritek), IoT fleet platforms, FinTech architecture, and applied AI engineering.
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