This is the power of YOLO, trained on a laptop for ~1 hour, with a Kaggle dataset. Oh, and just ~100 lines of Python. I can make a startup on this and it took me literally a couple of hours.

Time to meet some container lovers (again)😆

Finally, change my pfp to my smiling face. It's the picture I use on almost every other social, so now you can see my smile everywhere on the internet. 😂

Sunday is a touching the grass day. I am looking for inspiration and this is my favourite spot.

You just need batteries. "In late afternoon, when the sun stops hitting solar panels and people are home using electricity, batteries now push stored solar energy onto the grid" Interesting.

8000 people are interested in my posts. I met just great people here, so happy to chat with you all👏

Consider taking this Robotics Course from HuggingFace. The syllabus is impressive, covering topics from robotics foundations to reinforcement learning. It's an excellent way to start with robotics and build your first robot.

Tell me your dinner lore. Mine is simple, I balance Pro/Fat/Carbs

It's not a meme. I just deployed to prod on Friday afternoon, and it works without any trouble. Lesson learned: deploy on Friday, don't wait for Monday.

I found these electronics in a drawer. Above all, I found this Arduino Nano, which is perfect for controlling servo motors. I need to start considering actually building something; suggestions are welcome.

Starting to take hardware seriously. RL was the missing piece to have a complete full stack from hardware to software. The rover picking up litter in the forest looks like it enjoys its training.

Time to change my pfp, no more manga characters but my real face. The anime arc is going to finish soon.

Don't buy GPUs, buy MCUs. Start with a simple microPython application, more approachable than C. Add sensors, install a webserver, and control remotely. AI? Use models from Arduino App Lab, then distill your custom models. Build your own robot.

If I see this during a PR review, I won't be happy. Remove emojis to make me happy.

I left the office for remote work 2 years ago. - Saved 1 hour daily on commute - Work in pajamas - Hit peak productivity (Stanford reports 20-30% boost) Miss random chats and team energy, but monthly meetings help.

I love the sound of teams calls in the morning.

That's the right moment to make hardware and study computer vision. > buy a good GPU > study SAM for image segmentation and YOLO for image recognition > buy some hardware and learn some basic electronics Do your robot. Do it open source.

The virtual replica of the coronary artery with its bloodstream 100% simulated. The digital twin of the human body is one of the greatest things I could imagine.

Finally exploring Redis for the fastest data streams ever. I set up a test bench and found the APIs and docs well designed.

As a project manager, remember that adding a developer doesn't halve the workload. Baking a cake at 300°C instead of 150°C won't halve the cooking time; it will burn the cake.

I like the quotes: "We've gone from 'Attention is all you need' to 'Attention is too expensive, just use your eyes' " Computer vision is so back!