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

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

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 »

Google Just Dropped Gemma 4 for Free. The Tooling Is Still Broken.

Apache 2.0. Commercial use. Runs on a Raspberry Pi. And 47 crash reports in 72 hours. Here’s what actually works. (For developers who want… Continue reading on Towards AI »