AI/ML

AI/ML Tech Stack

Python · Google Colab · Pandas · Numpy · TensorFlow (pipeline) · Scikit-learn (RF, KNN, SVM) with RFE(CV) and strat-k-folds 

Understanding: SHAP · LIME · ELI5

Visualization: Plotly · Matplotlib · Seaborn · Altair

Database: MongoDB with PyTables HDF5 files

Security: Blockchain with Solidity smart contracts (using Brownie)

Deployment: Docker image on AWS with 99.8% prediction accuracy