Kashish Kumar @Kashish__Kumar_
Senior Machine Learning/AI Engineer @truefoundry | ex @exxonmobil | @iitmadras graduate | NLP | Computer Vision | Generative AI | https://t.co/mAd4yhIGMB kashishkumar.com Remote Joined January 2020-
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In era of pretraining, what mattered was internet text. You'd primarily want a large, diverse, high quality collection of internet documents to learn from. In era of supervised finetuning, it was conversations. Contract workers are hired to create answers for questions, a bit…
In era of pretraining, what mattered was internet text. You'd primarily want a large, diverse, high quality collection of internet documents to learn from. In era of supervised finetuning, it was conversations. Contract workers are hired to create answers for questions, a bit…
Gradually it's dawning on me that the mindset of a great researcher is very similar to the mindset of a great founder. Both intuitively hone in on the most uncertain assumptions and try to conduct quick and dirty experiments to find the most amount of information per unit time.
Every vibe-coder is generating as much technical debt as 10 regular developers in half the time. Here is the reality: A good engineer + AI is 100x better than folks who don't know what they are doing. Don't get carried away by the hype. Knowledge matters today more than ever.
NEWS: A "vision expert" at a rival autonomous vehicle startup said "annoyingly...Elon is right" about the pros and cons of using sensor fusion (camera + Radar + LiDAR) vs. @Tesla's vision only camera based approach for its robotaxi fleet, according to Morgan Stanley's Adam Jonas.…
Everyone’s building AI agents with @FlowiseAI — it’s like Zapier for LLMs. But taking those agents to scale — with observability, access control, and cost governance — is where things get real. Here’s how @FlowiseAI + @truefoundry makes it seamless
My interview in today's Mint where I argue that India's total fertility rate of 1.9 is well below replacement rate - and without UP and Bihar would be even lower. Since this rate is likely to keep falling with urbanisation and prosperity, it is time to shut down all population…
There’s a new breed of GenAI Application Engineers who can build more-powerful applications faster than was possible before, thanks to generative AI. Individuals who can play this role are highly sought-after by businesses, but the job description is still coming into focus. Let…
12 underrated skills for AI engineers (that pay off long-term): 1. Understanding what good prompts look like 2. Knowing when to fine-tune vs. not 3. Building and debugging pipelines 4. Understanding latency tradeoffs 5. Reading research with a builder’s mindset 6. Thinking in…
ML is vast and I mean really vast. There’s classical ML, Deep Learning, Computer Vision, generative models, NLP, text generation, image-text pairing, Bayesian analysis and so on And within each of these topics there are plethora of subtopics. Many deep learning models, many…
Have been using codex by openai for a day, I seem to like it better than cursor + claude for coding. The responses are more to the point.
Everyone thinks the hardest part of a machine learning project is building the model. But the problem I see most often is that people try to solve the wrong problem or get stuck with the wrong solution. Framing problems is a 100x underrated skill.
“We paid $50k and still don’t have a working product” - a Startup Founder told me. Too many first-time founders have this same story: - You hire an agency. - You explain your idea. - They nod, build something, invoice you for it. But 3 months later, your product still doesn’t…
Embrace failure from experimentation, not incompetence.
AI won’t replace your dev team, but it will expose the gaps. Tools like GitHub Copilot and Cursor give a serious productivity boost. But only if the developer using them knows what they’re doing. These tools don’t teach fundamentals. They assume you understand clean…
Ever notice how RTO policies rarely come from the teams doing the actual work? You’ll hear words like “culture” and “collaboration.” But let’s be real, it’s often a power move. A decision made by people who equate productivity with parking lots and badge swipes. Meanwhile, the…
Things that aren't a commodity and can make you stand out: Taste, obsession and attention to detail.
This one’s personal. Campuses like IIT Madras are sitting on gold, a lot of talent with real deep-tech potential. The way IITM has built its incubation model, with patient capital, room to experiment, and strong mentorship, is exactly what the country needs more of. Ather…
This one’s personal. Campuses like IIT Madras are sitting on gold, a lot of talent with real deep-tech potential. The way IITM has built its incubation model, with patient capital, room to experiment, and strong mentorship, is exactly what the country needs more of. Ather…

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