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Achievements

Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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JamesEBall/README.md

James Ball

Projects

  • 🚢 HSClassify_micro - A machine learning model for multilingual HS/HTS classification for trade finance and customs workflows, built with FastAPI + OCR.
  • 🧪 Agentic ML Lab - A Claude Code-native framework for the full ML research lifecycle with 16 specialized agents — research, experiment design, training, evaluation, and deep post-hoc analysis.
  • 🏪 BarterBench - A competitive marketplace benchmark for AI agents with ELO ratings. N agents trade scarce resources through an order book — models are pitted head-to-head and rated via pairwise ELO.

Pinned Loading

  1. realsense-apple-arm realsense-apple-arm Public

    High-performance Python Intel RealSense camera implementation for Apple Silicon Macs. Features a Cython-optimized Python wrapper and C++ test suite, enabling efficient depth and infrared stream cap…

    Cython 2

  2. HSClassify_micro HSClassify_micro Public

    Lightweight HS code classifier using multilingual embeddings - POC for customs digitization

    Python