Home on Alex Kim's blog
How to Set Up Work and Personal Git Profiles
US Tariffs, DeepSeek and OpenAI
Orchestrating LLM Fine-tuning on Kubernetes with SkyPilot and MLflow: A Complete Guide
Kubernetes Mental Model
Intro to SLURM for ML Practitioners
Experiments with OpenAI's Function Calling
Fine-Tuning Large Language Models with a Production-Grade Pipeline
Trying to Understand Something Difficult? Minimize the Number of Attempts!
ML experiments in the cloud with SkyPilot and DVC
Why Sales Engineers Exist
Don’t know what to do next? Teach!
About
Week 1: Kick-starting an ML project
Week 2: ML Pipelines, Reproducibility Experimentation
Week 3: CI/CD for ML and ML-based Web API
Week 4: Monitoring for ML Projects
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