XGBoost
Python Pandas Streamlit AI Agent RAG Story Machine Learning XGBoost AWS Glue ETL Data Engineering Fuzzy Algorithm FastAPI Backend PostgreSQL API LangGraph Qdrant LangFuse Docker LLM LangChain Customer Service Data Analysis Ollama Tooling macOS Shell Diagnostics Artificial Intelligence K-Means
Blog Posts (1)
Article
The Print Shop in My Head: Pricing Documents by Gut Feel
In college I ran a small print shop and priced every document by instinct. Years later I taught a machine to do it with K-Means and XGBoost.
04 Apr, 2022
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Projects (1)
Project
Print Cost
ML document pricing (K-Means + XGBoost, 99% F1): prices PDFs at 7 DPI in 5 ink bands. 109 pages/sec via FastAPI + Streamlit, live on Hugging Face.
Python Scikit-learn XGBoost FastAPI