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1. ai-research-publications ai-research-publications Public

   High-school research portfolio: 2 peer-reviewed publications (IEEE, IJHSR) + 3 active projects spanning quantum-inspired ML, computational biology, biomedical imaging, wildfire RL, and science-educ…

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2. usaco-tripple-perfect usaco-tripple-perfect Public

   USACO 2026 Second Contest: Bronze, Silver and Gold problems explained, with verified C++17 solutions.

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3. nextgen-ai nextgen-ai Public

   International student-led org expanding ethical & accessible AI: seminars, global ambassador program, 50+ members, collaborations in US & Taiwan. Founded to build the next generation of responsible…

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4. ai-ethos ai-ethos Public

   501(c)(3) nonprofit delivering ethical, inclusive, multilingual AI tutoring for underserved learners — low-income, rural, multilingual & neurodiverse students. 1,500+ students reached across 7 lang…

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5. aaryansamanta.github.io aaryansamanta.github.io Public

   Aaryan Samanta: machine learning for biology and medicine. First-author papers, mentored research, USACO Platinum, and AI Ethos, Inc.

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6. advanced-ai-curriculum advanced-ai-curriculum Public

   Portfolio of capstone projects from AI & Technology, Data Science, AI Internship, Machine Learning and AI Humanities Honors. CNN pneumonia detection on chest X-rays (>90% accuracy), healthcare EDA,…

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