Why 80% of AI Projects Fail — And the 4-Layer Readiness Framework That Changes the Odds

Crack ML Interviews with Confidence: ML Model Development (20 Q&A)

Data Scientist & Machine Learning Interview Preparation Continue reading on Towards AI »

I Gave Claude Access to My Desktop Outlook Without Touching the Microsoft API

Google’s Gemma 4 Tied Qwen 3.5 on Benchmarks. Then Won on One Word: Apache.

A practical breakdown of what shipped, what’s slow, and which model to download tonight. Continue reading on Towards AI »

Vectorless RAG: How I Built a RAG System Without Embeddings, Databases, or Vector Similarity

A journey from “vector similarity ≠ relevance” to building a reasoning-based RAG system that actually understands documents (Code Included) Continue reading on Towards AI »