AI & Deep Learning

Expert in CNN, LSTM, ViT, hybrid architectures, transfer learning, and attention models.

Signal Processing

Hands-on with AE & vibration signals using CWT, STFT, FFT, and wavelet coherence.

Data Analytics

Experienced in statistical analysis, UMAP, PCA, dimensionality reduction, and visualization.

Programming

Proficient in Python, MATLAB, TensorFlow, PyTorch, and familiar with OriginPro & NI VISTA.

Engineering Tools

CAD/CAM design, aircraft component documentation, and simulation-based development.

Research & Collaboration

Peer reviewing, mentoring, scientific writing, and presenting at global research conferences.