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.
$ git clone https://github.com/aaryansamanta/advanced-ai-curriculum.gitRust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Text Classification by Convolutional Neural Network in Keras
This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!
Data from GitHub · snapshot Sep 24, 2026