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AmirLorvand/README.md

MSc Artificial Intelligence student at King’s College London, focused on machine learning, deep learning, AI agents, reinforcement learning, optimisation, local search, and intelligent decision-making systems.

I build applied AI systems across finance, computer vision, NLP, reinforcement learning, MDP planning, and algorithmic problem solving.

Popular repositories Loading

  1. customer_churn_prediction_pytorch customer_churn_prediction_pytorch Public

    Customer churn prediction project using Python, Pandas, EDA, preprocessing, feature engineering, and a PyTorch MLP model.

    Jupyter Notebook 1

  2. imdb-sentiment-analysis-bilstm imdb-sentiment-analysis-bilstm Public

    IMDb movie review sentiment analysis using Python, NLTK preprocessing, GloVe embeddings, and a Bidirectional LSTM model in TensorFlow/Keras.

    Jupyter Notebook 1

  3. tesla-green-finance-stock-prediction tesla-green-finance-stock-prediction Public

    Bachelor's final-year AI project using FinBERT sentiment analysis on Tesla green finance news and RNN/LSTM models for stock price prediction.

    Jupyter Notebook 1

  4. pacman-q-learning-agent pacman-q-learning-agent Public

    Q-learning reinforcement learning agent for controlling Pacman in a KCL Machine Learning coursework environment.

    Python 1

  5. pacman-mdp-value-iteration-agent pacman-mdp-value-iteration-agent Public

    MDP-based Pacman agent using value iteration for decision-making in the KCL Agents, Reasoning and Decision Making coursework environment.

    Python 1

  6. mnist-residual-cnn-keras mnist-residual-cnn-keras Public

    Keras/TensorFlow residual CNN for MNIST handwritten digit classification with data augmentation, batch normalisation, dropout, and model checkpointing.

    Jupyter Notebook 1