Personal Business

Plan first → Class & function → directory & file → notion organize

Every Projects Should Document → Code → Document

• 연구가 프로젝트의 목적이라면 발전이 변화보다 중요하다

• 배포가 목적이라면 발전보단 변화가 중요하다

Summary

• Results-oriented AI Engineer proficient from research to production.

• Proficient across infrastructure, network, server, and application level in system architecture.

• Effective team player with communication skills fueled by intellectual curiosity, high motivation.

• Product-focused development, meeting criteria while integrating innovative ideas.

• Strong communication skills for both internal and external stakeholders.

Engineering skills

• Experience in Pytorch multi-node distributed training DDP and FSDP with 2 x RTX3090 per each node.

• Accelerated text generation by introducing multi-GPU inference server (TGI) with batch processing.

• Indexed vector databases for RAG with million-scale documents using pgVector, Faiss, ChromaDB.

• Refactored into Rust as Node.js NAPI binding from C++ module, achieving platform independence.

• Competent in infrastructure management, CI/CD GitOps, Kubernetes on GCP, network manipulation.

The Musk Algorithm

Walter Isaacson's new book about Elon Musk is a fine biography, but an even better business book. And like all the best business books, it's not merely an instruction manual, but an inspirational guide too. Not since reading Ricardo Semler's Maverick in the early 2000s have I been this impressed with the foresight, fortitude, and feroc...

https://world.hey.com/dhh/the-musk-algorithm-977bf312

10 lessons from successful one-person startups

I interviewed 7 indie hackers and full-time SWEs with side ventures for their insights.

https://engineercodex.substack.com/p/10-lessons-from-software-side-ventures