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Hello šŸ‘‹

I build robots šŸ¤–. Big Hero Six and iRobot fanboy šŸŽ¬ which led to winning 30+ national robotics competitions šŸ†, currently a Staff Robotics & AI engineer in London šŸ‡¬šŸ‡§ working on Multi-agent Vision Language Action (VLA) systems. I’m dumping all my learning notes in this blog to help out someone like me who loves building robots šŸ‘ØšŸ½ā€šŸ’».

5 min read

The Broken Code Advantage In The Age of "Vibe Coding"

There’s a moment in every programmer’s career when they realize something counterintuitive: the people getting promoted aren’t the ones writing the most code. They’re the ones fixing it. This seems backwards. We...

6 min read

The Intelligence Delusion

I think We’ve been pursuing only half of intelligence for seventy years. When Alan Turing proposed his famous test in 1950, he made a brilliant and practical choice. Faced with the impossible question of ā€œwhat...

5 min read

Are Generalist AI Models the Future of Robot Learning?

Reinforcement learning (RL) has led to impressive robot demos, but deploying these controllers in the real world remains challenging. Training a policy in simulation is one thing, making it work reliably on a physical robot is...

3 min read

Aligning Text, Images & Videos is still a struggle

AI has made extraordinary progress inĀ multimodal learning, particularly in aligningĀ text and imagesĀ into shared embedding spaces. Models likeĀ CLIPĀ andĀ GPT-4V(ision)Ā are prime examples of this success, showing how architectures can bridge the...

6 min read

Generality or Speciality in AI ?

If we can't deploy something useful to real world then what is the point of having this amazing AI technology at hand. This is my POV on Why I Believe AGI is the Unclear...

3 min read

Are You Solving the Right Problem?

I would like to take a moment and talk about the most important skill we, as engineers, must master which is understanding the problem before designing the solution. There’s a simple but powerful truth in...

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Real-world robotics & AI stuff from my day-to-day as an engineer. No fluff, just what actually works... or what doesn't šŸ˜‰