Summary
Sangmin Hwang is a research-minded ML engineer and AI master’s student based in Seoul with eight years of diverse technical experience spanning cybersecurity, search quality, and conversational recommender systems. He’s driven by information retrieval and agentic AI, having shipped production features like a query typo-correction model at Karrot and an LLM-based multi-turn fashion item recommender at Corca. His background includes hands-on lab research at KAIST and Korea University, plus a practical cyber operations stint in the ROK Air Force that strengthened his operational security instincts. Comfortable bridging research and product, Sangmin favors pragmatic execution—“done is better than perfect”—while pursuing opportunities as an ML engineer or researcher.
9 years of coding experience