About

AML and Financial Crimes Compliance professional with extensive experience across securities, crypto, banking, and financial services. I currently focus on AML compliance for securities and digital assets, with a strong background in financial crime risk management, investigations, regulatory compliance, and risk strategy.

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Tastemaker
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Gone streaking
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Gone streaking 5

Forums

18h ago

Have your ever overestimated your numbers while starting you distribution journey?

While I was starting distribution of my first saas, one thing which I overestimated was that the sales would happen very quickly as the product I made was good enough for it. Turns out, the product did not even had a market fit. I also ran ads with a very small budget and thought it will easily be gained within a few days, and I was very wrong here.

AI also does the same thing. If you ask it to expect some numbers based on what people experience for your saas when you distribute with some method X, it will show some very aspirational numbers. But, when ask it to be honest or practical or brutally honest for the same, it's answer changes (in some cases, significantly).

3d ago

Does your AI reviewer ever tell you it does not know?

I asked an AI assistant to review a repo before shipping it.

It came back with a clean report, a confident tone, and a long list of passes. Then I checked one of the lines it cited.

The line said something else. The mistake itself didn't bother me that much. What bothered me was that there was no shape in the output for "I don't know."

Everything was either a problem or a pass. And the passes were doing a lot of unearned work.

4d ago

What's one launch day advice you wish someone told you beforehand?

Getting close to launching mine and honestly more nervous about launching than the product. What's something you'd tell a first timer to avoid? And on the flip side, what's something that worked way better than you expected going in?

Curious to hear how it went for you.

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