Saswata Mukhopadhyay @saswata032
Lead SDE tweeting about science and tech for fun. saswata.dev Bengaluru Joined October 2023-
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unpopular opinion: offering AI compute for free is bad for the industry, and players like Google should stop doing it. It creates an unrealistic expectation that the models are actually cheap to run, and causes people to overuse compute on worthless tasks
A list of good resources to learn and refresh software engineering knowledge github.com/AlexGalhardo/S…
Machine Learning saved Computer Vision. Go back to 2012 and you’d see it trapped in useless niche problems with solutions that didn't generalize or replicate. Machine Learning didn't just rescue CV - it fundamentally transformed and propelled it into the forefront of AI.
The most important factor for AI Agents is to get them the context necessary to execute the task successfully. No matter how powerful AI models get, context will always be king. Data, workflows, tools, domain knowledge, and tuned instructions will all be critical.
The most important factor for AI Agents is to get them the context necessary to execute the task successfully. No matter how powerful AI models get, context will always be king. Data, workflows, tools, domain knowledge, and tuned instructions will all be critical.
In the industry the more senior you become, it becomes more about taking up responsibility and having the answers or a direction. This process of growing up not only makes you a better engineer rather a better informed and matured person and ultimately helps you climb the ladder
Till now, the quality of code that are being generated by AI is like a mediocre junior developer. And with the advent of this availability, the world is going to get filled with somewhat junk pieces of code throughout.
Stop getting career guidance from people with 1 or 2 YOE. People like these themselves need guidance from actual people in the industry.
Do you remember when you joined X? I do! #MyXAnniversary
This book by @s_scardapane is a gem. You can find one of the best explanation of the transformer models and graph models. So let’s go down the rabbit hole!
Interviewer asking questions about 1 lac concurrent users himself has never faced more than 10K users.... Strange world
The worst type of engineers are the one who goes to someone for help as soon as an error is faced. The primary criteria of being a good engineer is to try debugging it yourself even if that's not a module or part you work on.
Crowdstrike Analysis: It was a NULL pointer from the memory unsafe C++ language. Since I am a professional C++ programmer, let me decode this stack trace dump for you.
It is peculiar when you get blamed for something for which you maybe had done nothing but maybe someone else did the deed. Anyways, I would enjoy the actual "Fun Friday" 😉 #Microsoft
With experience you develop an intuition. Maybe the only skill which cannot be taught.
Saying "I don't know" is quite difficult these days but if your team gets a curious mind who still can say this, you're lucky to get a brilliant team member. To know that I don't know requires a lot of genuine knowledge.
LLMs are incredible powerful memorization machines. They are impressive, but they are not intelligent. They have the ability to memorize extremely large amounts of data and the ability to generalize a tiny bit from it. This is enough in many cases, but insufficient in many…
Engineers are there to take the decision on the different trade offs and the ones to consider and ignore while working on a system. Will AI ever reach that level of autonomy ? Looking to hear from the folks in AI about what they think. #ArtificialIntelligence
⚠️Attention: We’re live on @ProductHunt now!! Re-design your website in 15 seconds using AI. 👇All support would be appreciated 👇 producthunt.com/posts/ai-web-d… It’s looking pretty good so far…
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