I'm an AI developer who loves building and experimenting with new technologies — especially around machine learning, data science, and LLMs. I specialize in building AI, LLM services, and efficient backend systems — often with Python, FastAPI, and a lot of debugging.

1️⃣ Save Instinct 💾 – If you don't save it, it's gone. Git and Ctrl+S are survival tools.
2️⃣ Debugging Master 🔍 – Bugs aren't enemies to avoid, they're beasts to hunt. Logic and grit are my weapons of choice.
3️⃣ Caffeine Buff ☕ – Coffee, green tea, anything to fuel my brain before the code crashes.

• Currently working on jemyeonso
• Learning Large Language Models and advanced AI architectures
• Building AI services with Python and FastAPI

I always start by setting clear goals, then break them down into manageable steps.
When there's a new technology or framework, I enjoy testing it hands-on and figuring out the best way to apply it.
I make a habit of documenting what I learn — every mistake is a lesson for the future.
While I usually prefer working from home, I occasionally enjoy the café coding life too.

• LLM fine-tuning (LoRA, QLoRA, PEFT)
• RAG pipelines with vector DBs (Chroma DB)
• Streaming generation with vLLM
• Prompt engineering for real-world AI products

• numpy, pandas, pytorch
• Machine Learning, Deep Learning
• LLM finetuning and deployment

Feel free to connect or collaborate!

• Email: lillian.ce.rhee@gmail.com
• LinkedIn: TBA

Programming Languages:	AI/ML Frameworks:	Data Analysis & Visualization:
Development Tools:	Database & Storage:	Cloud & Infrastructure:
Monitoring & Analytics: