AI/ML & Deep Learning

• Machine Learning (fundamentals and advanced)
• Deep Learning
• TensorFlow/Keras
• Hugging Face Transformers
• TinyML(edge Ai deployment)
• Convolutional Neural Networks (CNNs)
• Sequential Models
• Transformer-based Models
• Fine-tuning pre-trained models
• Multimodal models (e.g., CLIP fine-tuning)
• RAG (Retrieval-Augmented Generation) systems

AI Agents & Automation

• AI Agents
• N8N
• LangChain
• LangGraph
• LangSmith

Data Science & Signal/Image Processing

• Biomedical Signal Processing
• Medical Image Processing and Segmentation
• NLP
• Data Augmentation
• NumPy, Pandas, Matplotlib (data handling and visualization)

Other Tools & Technologies

• PostgreSQL
• Git (version control)

Emerging/niche Expertise

• Brain-Computer Interfaces (BCI)
• EEG-based neurofeedback systems
• Neurosity Crown and Muse EEG headset integration
• LSL
• Brainflow