About Akshay's Expedition Logs
Documenting the journey through artificial intelligence, one expedition at a time
Welcome! 👋
I'm Akshay, a machine learning engineer and AI enthusiast passionate about making complex concepts accessible. These expedition logs are my space to document practical insights, tutorials, and explorations in the world of artificial intelligence.
What You'll Find Here
- Deep Learning Tutorials: From transformers to CNNs, breaking down architectures with visual explanations
- GenAI Explorations: Practical guides on LLMs, fine-tuning, and building AI applications
- ML Engineering: Best practices, tools, and techniques for production ML systems
- Data Science: Statistical methods, visualization, and analytical thinking
My Approach
I believe the best way to learn is by doing. Every post includes:
- ✅ Practical code examples you can run
- ✅ Visual explanations of complex concepts
- ✅ Real-world applications and use cases
- ✅ Links to further resources
Background
With a background in computer science and years of experience in machine learning, I've worked on everything from computer vision systems to NLP applications. I'm constantly learning and excited to share that journey with you.