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ensemblehq

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Software/Data/ML Engineer. Fractional CTO, Founder of EnsembleHQ (data platform consulting and managed services)

Reach out @ teren@<HN username>.ca

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AWS Certifications do help to a certain extent to convey your knowledge of the AWS ecosystem to consultancies and their clients. I don't have a certification but almost all of the consultancies I've worked with advocate for it just to give the client more confidence. Mind you these are the larger consultancies with larger clients so they tend to like these certifications as a signal. Have you ever had a chance to work with the various components in the ecosystem already?

Interested to keep updated on this point. As a consultant, I've worked on transformation of legacy applications so this would help me greatly as well. We've worked on pretty archaic systems where no one knows how the system works even if we have the source code.

This is exactly the issue I’m facing especially when working with AI-generated codebases.

Coding is significantly faster but my understanding of the system takes a lot longer because I’m having to merge my mental model with what was produced.

There could be many factors at play here so it’s not clear what the main issue is. However, from experience, US VC funds typically come from other US institutions and so it’s an easier sell when the corporation is US-based. Rules and regulations are more well understood and less complex for funds. The article states the requirement is to flip the structure to have the parent company based in one of the 3 countries mentioned. Presumably, better business/returns/policies

What’s missing from the writer’s analysis is also the desire from the population to create such businesses. Having lived in Asia for a bit, most of these small businesses are not wildly profitable and not everyone is willing to put in the hard work and effort to running these affordable restaurants.

Have you tried using non-LLM based methods? Like starting with something rules-based and working through a layered multi-model setup?

That’s what we’ve been using for document extraction where accuracy needs precision (capital markets documents, medical assessments). We had a go at pure LLM with medical documents but the output was poor and felt like it would take substantial investment to create something more robust.

Fast 12 months ago

RE: P.P.S... God I love that humour. Actually was very funny.

I was actually going to comment on the same fact about professionalism growing into English football. Back when the Premier League era began compared to now is just a whole different level as what most players have been saying on SkySports. You see players playing in their mid and late 30s.

I was also going to hypothesize that players are significantly mentally equipped to cope with away pressures and their tactical shape stays more consistent regardless of being home or away.

This is really cool and I can see a ton of opportunities to leverage this in the enterprise. Using the scanner, does it scan what's on the marketplace as opposed to what's already installed?

I think someone had already mentioned that it would be useful to have this as an extension to scan existing installed extensions but would there be a way to scan just prior to extension installation?

I was actually thinking of setting up some coaching sessions / workshops. If you're interested, I'd love to connect with you just to get a understanding of folks would be looking for and put together a program of some sort. In exchange, I'd be happy to share my experiences and exchange ideas on improving soft skills.

I've worked as a software engineer and as a consultant and went from engineering to business back to engineering again.

Thanks. It’s great insight. Yeah trying to balance for sure but wanted to see how extensive folks get to. The parental controls that individual apps/sites seem terribly weak. And yes, kids are incredibly smart at figuring stuff out but it sounds like the DNS layer might be the simplest. I wonder if I have to lock things down like how InfoSec teams do.

Will check out an MDM. Is that like Kandji that gets deployed on corporate devices?

Wholeheartedly agree. On-prem is still a major market to play in and have worked on many consulting engagements architecting software that plays nicely. Just curious - how do you guys deploy Flagsmith on-prem? I'm still trying to find a nice deployment pattern that aligns well with both client and vendor.

An S3/Blob Storage bucket monitoring system that checks for files when you expect them to be there. This allows you to check when files are available for processing and if they are not, you’ll receive a notification via email or Slack.

Through many different companies, we’ve primarily handled this with validation/transformation scripts across a variety of tools. What’s useful is attaching observability/logging and having each transformation step do one thing only (borrowing from the Unix philosophy). Having a good understanding of the schema designs for each system is key - at some organizations, we’ve codified the schemas. Pydantic models (and similar) have been very useful as well.

They will need to find their niche for sure. As a consultant with larger organizations, CloudFlare has never been mentioned nor recommended given most are already on one of the big cloud providers and those cloud providers already have Dev/AI offerings that are somewhat integrated. More crucially, these providers also offer support and sometimes investment to push deals through.

Hey Chris. This is such an incredible opportunity and great to hear folks like you are spearheading the charge. I’ve a friend who’s leading AI at Real Madrid and it’s fascinating to hear what they’re trying to do (without him revealing the secret sauce to me!)

Does your team and department taking of analytics primarily on the footballing side? Like player performance? How does your teams work typically get incorporated and what does the day to day look like? Do you manage your own tech stack as well?

As someone whose transition to being more of a consultant, entrepreneurship is such a broad term that gets misinterpreted. There is no real job title called entrepreneur. What it sounds like you're really describing is that you want to capitalize on your skillset in order to generate additional income in which case it would be useful to think about what sort of activities do you actually want to do with your time? What fulfills you the most?

Here are some ideas that generate income but are quite different in terms of activities: - fractional CTO advisory services - engineering team coach - teaching at a local collage - writing a book