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1. AP-Assignment-4-Employee-Salary-Management AP-Assignment-4-Employee-Salary-Management Public

   A C++ program that reads employee data, calculates salaries based on base salary and benefits, and outputs the results. The code uses classes and methods for data processing and file handling, focu…

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2. ICSP-Assignment-3-Messenger ICSP-Assignment-3-Messenger Public

   A command-line messenger application in C with user registration, posts, likes, and search features, created as a programming assignment for the 'Introduction to Computing Systems and Programming' …

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3. AI-Assignment-1-Optimization-SMOTE-DNN AI-Assignment-1-Optimization-SMOTE-DNN Public

   Analyzed the mathematical intuition and real-world performance of SGD + Momentum, Adagrad, and RMSprop optimizers. Implemented SMOTE and trained a deep neural network to address imbalanced datasets.

   Jupyter Notebook

4. AI-Assignment-2-Machine-Learning-Algorithms AI-Assignment-2-Machine-Learning-Algorithms Public

   Implemented KNN, SVM (with RBF kernel), GBT, and XGBoost, explaining their mathematical foundations and practical applications through numerical examples and performance comparisons.

   Jupyter Notebook

5. AI-Project-2-Clustering-DecisionTree-Quantum-Neural-Networks AI-Project-2-Clustering-DecisionTree-Quantum-Neural-Networks Public

   Applied clustering algorithms for grouping investors, trained Decision Tree and Random Forest models, and implemented quantum data encoding and Quantum Neural Networks with Qiskit.

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6. AI-Project-3-Reinforcement-Learning-LSTM-Search AI-Project-3-Reinforcement-Learning-LSTM-Search Public

   Developed Deep Q Learning for Cartpole and FrozenLake, explored LSTM networks for temporal modeling, and implemented search algorithms, including A*, Min-Max, and CSP solutions.

   Jupyter Notebook