Machine Learning Engineer / Data Scientist
Alvin has 5+ years of experience in data & AI. He has worked in startups (Chatbot & Retrieval Engine, Crypto AI), IT research labs, & corporate environments (Financial Sector), giving him a broad perspective on data team operations across various environments & fields. His stack spans from Data Science (PyTorch, Scikit-learn, MongoDB, SQL), LLM frameworks (LangChain, LlamaIndex, LangGraph) to daily cloud operations and analytical dashboards. Although experienced with diverse tools, he believes that technology stacks are merely instruments to solve real problems. He now works at Artefact, one of the world's leading data science consulting firms.
Let’s be honest. Mostly we work in notebook.
But sometimes when code is too much, we ended up dizzy about arrange or visualize it in notebook’s cells.
I just realize this. So now I give you simple tips from me to make your code more readable. The tips is: ...