Aaryan Samanta

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-education research. Stanford Medicine, UCLA COSMOS & UCSB SRA affiliated.

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, diabetes risk prediction and AI ethics research. Python, scikit-learn, TensorFlow/Keras.

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

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

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 languages. Source code for aiethos.org.

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 AI leaders.