Leo(Semin Kim)
I design asynchronous processing so a service’s data never gets lost along the way, and I improve the structure by checking how it runs through logs and metrics. I’m extending my AI-native development and deployment and operations experience across service development as a whole.
How I work with AI
- 01AI agents do the implementation and reviewI split the work among agents with distinct roles and give each one only the context its scope needs.
- 02I check the tests, logs, and evidence, and make the final callA person decides what to build and whether to accept the result.
- 03Verifiable changes come before generation speedI’d rather leave a change that can be checked again than code that was simply fast to write.
Skills
AI
- Agent orchestration
- Context engineering
- RAG
- LLM API
- Harness engineering
- Local LLM
- Fine-tuning
Full-stack
- Python
- Java
- TypeScript
- FastAPI
- NestJS
- Next.js
- RabbitMQ
- Redis
- PostgreSQL
Operations & observability
- Kubernetes
- Argo CD
- GitHub Actions
- Docker
- Prometheus
- Grafana
- Loki
Activities
- 2026.09Assistant instructor, AX training for new developers - Hyundai AutoEverSupported about 50 trainees in hands-on AI agent practice with Claude Code
- 2026.06Assistant instructor, AX training for executives - Samsung ElectronicsSupported about 30 executives in hands-on AI agent practice, answered their questions, and helped run the sessions
Education & certifications
- 2026.01 –Samsung Software & AI Academy for Youth, cohort 15 · Java track
- 2024.07 – 12Kakao Tech Bootcamp · Generative AI course
- 2018.03 – 2025.02B.S. in Software Engineering, Tech University of Korea
- 2024.07Engineer Big Data Analysis (Korea)
- 2024.04SQL Developer (SQLD)
Contact
- [email protected]
- GitHub
- github.com/tpals0409