Minha Kim
Backend Development · AI Applications
I build backend services with data and AI, and design reusable AI workflows for recurring tasks.
My experience spans backend development, data analysis, and English-language content production.
- Backend development: Designed REST APIs and webhooks, modeled relational data, and connected databases and external APIs to service workflows.
- AI integration: Connected LLM, RAG, and computer vision features to backend services, including retrieval, response generation, and inference results.
- Deployment: Deployed FastAPI services on AWS EC2 with Nginx and HTTPS, and used GitHub Actions for scheduled data collection.
- Data analysis & modeling: Collected and normalized public data, analyzed transport service gaps, and experimented with LSTM and GRU models for text analysis.
- Content production: Researched technology and finance topics for English short-form videos, reviewed sources and narration, and worked with generative image and video tools.
- AI workflow design: Structured recurring research and production tasks into reusable agent skills, with clear stages, review criteria, templates, and guidance for correcting generated outputs.
Technologies and tools I've used in development, project work, content production, and learning.
Core Stack
AI & Data
Infrastructure & Tools
External APIs
Additional Experience
AI & Content Tools
Design & Documentation
Sungshin Women's University
- Major in AI
- Double major in Big Data Science
- Expected graduation: February 2027