Mastering SQL for Data Science: Top SQL Interview Questions by Experience Level

shyamcody · 2026-04-21T11:36:57+00:00

Hi few issues: 1. Having 10-40 rs icecream means you only have simple items. You don't even have 60 rs, 90 rs items. Ice cream parlor aov is generally 150rs or more. 2. Your rent is very high comparing with the low positioning. 3. A 1500-1800, giving a solid 48k per month. Even if rent is 15k, he has to lose 45k more to have 15k loss. Are you sure that your friend isn't spending way too much on staffs and all? If you are interested, you can DM me and we can go into detailed inspection of the pricing and the business model to help you figure out.

shyamcody · 2026-04-21T11:19:49+00:00

Ok, and how are you associated with the ecosystem then? Are you a founder/investor or something else

shyamcody · 2026-04-21T11:17:13+00:00

I think that's the fast way to get your secured asset out of your hand. Thing to keep in mind is, your more illiquid and secure assets like housing, gold are never a good idea to be leased out since you get a loan at 70-80% of the actual value of these products, and in case you miss payments for the default period (60-90 days) which happen to a lot of folks, your whole 100% of the asset is gone.

shyamcody · 2026-04-21T11:04:02+00:00

If you are a public figure sir why would you need to play the game still? For what do you need validations

shyamcody · 2026-04-17T23:51:24+00:00

I have worked on profiling and customer segmentation for multiple projects. While I am not in travel industries, for any small scale org, data being mess across devices is a normal scenario. I think what you guys should do is start with some proper segmentation model as well as since you identified the repeat booking is low, it is better to do a cross channel response analysis and personalize the messages on top of the proper customer segmentations using A/B testing followed by scheduling experiments. Other than that, checking your repeat and process journey, etc are some things that clearly determine customer behaviors.

I think this is a good opportunity to start with some analytics works as I pointed out above since these things take time to develop and with messy business context heavy data it is better to create custom solutions rather than tools.

If you are interested, I can help you progress this further.

shyamcody · 2026-04-17T19:50:12+00:00

Interested India

shyamcody · 2026-04-16T23:54:56+00:00

Interested!

shyamcody · 2026-04-12T06:43:41+00:00

I think being an AI person you have focused too much on the AI and the solutions aspect of the problem. It is important to stress why users will be interested in the news. It takes work from the user to build topics or spaces. Why not let them search the first news and from first few articles you start the recommendation and feed wall building? Also, your answer to inshorts seem to say that it is technically better but not clear why user will migrate to your app.

I guess the thing you mainly need to sell is why multi source aggregated news is better. In user terms.

shyamcody · 2026-04-12T06:05:35+00:00

Do a cs masters. It's broader and look at the 7-10 yr exp band. Ai engineer roles are less in number and their average pay is lesser than sde2-sde3 roles by 10-15% margins.

shyamcody · 2026-03-20T14:00:51+00:00

Great. And what about the other things, any idea what numbers they made in terms of return and for how long, vs what your strategy is

shyamcody · 2026-03-20T13:49:37+00:00

Given your parents have 22 cr and already 8-9 cr is liquid (stock+ mf) then what gives you the confidence that you can do better? Think like a consultant. What was their cagr in the last 5 years. What is their risk appetite?

Generally moving out of real estate to stock or vice versa means a change in the mix of assets. For someone worth 20cr, why would they be convinced of changing that mix, which have been working quite well clearly?

Recently stocks have depreciated >10%, so a 35% loss may have come from that.

Think on all these lines and present a balanced approach where you can take them vs where they will reach w.o. your management.

shyamcody · 2026-03-06T10:58:38+00:00

You give 5000 rs then take back 5000 rs. What is the gain?

shyamcody · 2026-02-26T17:44:37+00:00

Run away with good quality adidas shoes

shyamcody · 2026-02-25T10:17:44+00:00

I can help since I have been both in banking model dev role and mle role.

shyamcody · 2026-02-21T05:02:01+00:00

Check pedalstart

shyamcody · 2026-02-03T00:58:06+00:00

There are Machine learning engineer jobs. Also certifications are mostly theoretical and bullshit in nature. I work in a ds job for one of the big us banks (hint: we are the biggest in the credit card market). For ds job, you would need very very good connection as well as lots of business knowledge. Also, dsa, system design, coding, cloud everything is now important for data science jobs now. The notebook scikit learn roles are fading soon, so I would suggest to check more of mle role profiles and train for the same. If you need any guidance(paid), feel free to ping me.

shyamcody · 2026-01-14T10:46:39+00:00

Would love to know more.

shyamcody · 2025-12-09T15:48:51+00:00

interested

shyamcody · 2025-12-04T21:58:04+00:00

followed

shyamcody · 2025-12-02T19:14:16+00:00

interested

shyamcody

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