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mylastresort/README.md

Samy Tamim

Software Engineering Student · 42 School
Data & AI Specialization · Level 17.49 / 21

42 LinkedIn GitHub

🧠 AI & Data Projects


Project Topic Lang Status Mark
ft_linear_regression Gradient descent · Linear Regression Python ✅ 125/100
matrix Matrix decompositions · Linear Algebra Rust ✅ 125/100
dslr Multi-class logistic regression · Classification Python ✅ 125/100
tweets Sentiment analysis · NLP Python ✅ 121/100
total-perspective-vortex Motor imagery classification · BCI / Signal Processing Python ✅ 96/100
churn Churn classification · Machine Learning Python ✅ 113/100
multilayer-perceptron Backpropagation from scratch · Deep Learning Rust 🔄 —

🛠 Stack


Python Rust   NumPy Pandas scikit-learn PyTorch MNE

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  1. Matrix Matrix Public

    Numerical linear algebra in Rust: vectors, matrices, decompositions, and norms

    Rust 1

  2. churn churn Public

    Bank customer churn prediction: random forest, grid search, Keras, and a NumPy MLP from scratch

    Jupyter Notebook

  3. tweets tweets Public

    Tweet sentiment analysis: bag-of-words, TF-IDF, and word2vec with multiple ML classifiers

    Jupyter Notebook

  4. miniRT miniRT Public

    A small raytracer written in C

    C