I'm Andy, a curious guy trying to get a bit better every day
The place for my thoughts, reflections, & everything in between
Articles since 2023 were created with assistance of AI models including but not limited to OpenAI, LLaMA, Claude, Gemini, Grok.
Useful Methods for Effective Data Analytics
statistical techniques that have shaped data analytics over decades
Crafting future with visionary and practical journey
Balancing Big Ideas and Practical Detail in AI Development
Code-first is the new low-code
Evaluating the role of low-code platforms and AI-enhanced code-first development
Let's Talk AI Trends
Exploring AI paradigms, from modular to end-to-end models, and how hardware drives innovation.
Comparative Analysis of Large Language Model Applications
A comparison of pretrained, fine-tuning, RAG, and prompt engineering in LLM
Effective Prompts for Large Language Models
Designing better prompts for guiding Large Language Models (LLMs) to generate accurate and relevant responses
Information Retrieval with Embedding Models
Enhancing information retrieval with embedding models and document chunking
Vector Database for Retrieval Augmented Generation
Vector database and its application in RAG systems
A Primer in Retrieval Augmented Generation
A short summary of key concepts in retrieval augmented generation