Explaining Embeddings To My Uber DriverLisbon, If you have ever been here, you know the streets are a wild mix of steep hills, narrow cobblestone alleys, and confusing one-way roads. Navigating this city takes serious skill. The yellow traApr 30, 2026·7 min read·49
How i passed my Google Cloud Certifications (and what I learned from failure): Plus study tipsI recently achieved something I’m pretty proud of: I passed both the Associate Cloud Engineer (ACE) and the Google Cloud Professional Data Engineer (PDE) certification exams. It feels good to say that now, but I want to be real with you, it wasn’t a ...Dec 5, 2025·5 min read·114
I was wrong: Small is the new big for local AI agentsTL;DR: We’ve been obsessed with parameter counts for too long but running massive models locally is a pain. The real unlock isn't a smarter God-model; it's a swarm of small, specialized agents running locally. My M1 Mac is suddenly a powerhouse. Comb...Nov 24, 2025·4 min read·360
Gemini 3 is a monster.I opened X (formerly twitter) today and saw my timeline melting down. Everywhere I looked, people were talking about gemini-3.0. Someone said "It's over.", I saw screenshots of benchmarks that looked impossible. Naturally, I was skeptical. We see hyp...Nov 19, 2025·5 min read·1.3K
Precise AI Photo Edits: The Red‑Box Trick With Gemini’s Nano Banana ModelLast weekend, I spent a sunny and very hot afternoon in Lisbon(so glad summer is almost over) playing with Gemini’s Nano Banana, Google’s latest image‑editing model. When I first tried to tweak a photo, I did what most of us do: type a prompt, hit ge...Sep 23, 2025·5 min read·512
VibeVoice 1.5B: Four Distinct Voices, 90 Minutes and a Leap Forward for Text‑to‑SpeechAn open-source text-to-speech model built for long-form, multi-speaker dialogue.Aug 27, 2025·7 min read·268
Explaining Reinforcement Learning to My BarberA week ago, I had a problem. My hair was a mess, and I needed a cut, like badly. But finding a good barber when you have curly hair? That’s a whole new story. Living in Turkey, I’ve learned that while most barbers confidently say, “Yeah, I can cut yo...Mar 17, 2025·4 min read·151
