Blog - Samir Wagle | AI, NLP & Machine Learning Insights

January 25, 2026 Natural Language Processing

Understanding Transformer Models in NLP

Deep dive into transformer architecture and how it revolutionized natural language processing. Learn about attention mechanisms, BERT, and GPT models.

January 20, 2026 Machine Learning

Building AI Models with Limited Data

Techniques for training effective machine learning models when you have limited training data. Transfer learning, data augmentation, and few-shot learning approaches.

January 15, 2026 Deep Learning

LSTM vs GRU: Choosing the Right RNN Architecture

Comprehensive comparison of LSTM and GRU architectures for sequence modeling. When to use each, their strengths and weaknesses, and practical implementation tips.

January 10, 2026 Python

Essential Python Libraries for AI Development

Explore the must-have Python libraries for artificial intelligence and machine learning: TensorFlow, PyTorch, scikit-learn, NLTK, and more. Complete guide with examples.

January 5, 2026 AI Research

The Future of AI in Nepal: Opportunities and Challenges

Analysis of the current state of artificial intelligence in Nepal, emerging opportunities for AI engineers, challenges in the local market, and the road ahead for AI development.

December 28, 2025 NLP

Text Classification with Pre-trained Models

Step-by-step guide to implementing text classification using pre-trained transformer models. Learn to fine-tune BERT for your specific use case with practical code examples.