Languages
- Python (primary)
- Java
- TypeScript
- Kotlin
- Swift
Machine Learning / AI
- PyTorch (Transformer, GRU/LSTM)
- EfficientNet, ResNet
- Transfer Learning
- CTC Loss, Beam Search
- Grad-CAM++ (XAI)
- MediaPipe
Tools & Deployment
- Git, GitHub
- Jupyter Notebooks
- TFLite (mobile)
- TensorFlow.js (web)
- NumPy, Pandas, Matplotlib
Mathematics
- Linear Algebra
- Probability & Statistics
- Calculus / Backpropagation
- Optimization (Adam, SGD)
Quantum Computing
- Quiskit
- Hadamar gates
- Quantum Circuits
- Quantum bit generation
Neural Networks
- Convolutional Neural Networks
- Simple Neural Networks
- GRU
- Transformer