Projects
Churn Prediction
Advanced machine learning model to predict customer churn using behavioral patterns and historical data.
Python
Scikit-learn
XGBoost
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Sentiment Analysis
Natural language processing system for analyzing and categorizing sentiment in text data.
NLTK
BERT
TensorFlow
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Deep Learning from Scratch
Implementation of neural networks from fundamental principles, including backpropagation and optimization.
NumPy
Python
Mathematics
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Neural Networks (Transformers)
Implementation of transformer architecture for sequence-to-sequence tasks and attention mechanisms.
PyTorch
Transformers
CUDA
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Maths behind AI
Exploration of mathematical foundations underlying modern AI algorithms and techniques.
Linear Algebra
Calculus
Statistics
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HEART of AI
Research into ethical AI development and responsible implementation of AI systems.
Ethics
AI Safety
Governance
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