Deep dives on Machine Learning, Agentic AI, personal journeys, and lessons learned from building software.
What if you could run an AI model offline on your own hardware? I upgraded my RAM and set up Ollama with Qwen 2.5 Coder 3B inside PyCharm. Here is the honest truth about how it actually runs.
We're told embeddings are the only way. But what if document structure is the real key? I benchmarked PageIndex against Naive RAG across 58 tests to find out.
The unfiltered story of 7 years chasing a future I chose before I understood it.