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Ask HN: What's a promising area to work on?

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Re: Ask HN: What's a promising area to work on?

#61

I work in this field so I'm incredibly biased: automated business solutions that cut entry-level data employees out of the equation. You save TONS on the bottom line, and cut out human-driven process that is error prone and difficult to manage. I'm talking about things beyond "API-driven dev", more in the realms of Puppeteer, Microsoft Office automation, screen-scraping (mouse/keyboard), etc. I make API's out of thin…

[deleted]

Re: Ask HN: What's a promising area to work on?

#62

Earlier quoted context omitted.

A well honed skill set in 'ML' isn't even about the algorithms or data structures or any of that. If you want to be competitive in ML, study and think about experimental design, and what it takes to be able to confidently state the accuracy, precision, and reproducibility of a given analysis when you apply it to real world data. The biggest issue/ liability with most 'AI'/'ML' is unsubstantiated/ irreproducible resul…

How do you go about developing skill in experimental design?

Your local university stats department may have a course on it, or check out a textbook. There may well be some online courses too.

Unfortunately I wasn't very fond of the textbooks I used in school and I haven't looked at any since so I can't give you any recommendations.

Re: Ask HN: What's a promising area to work on?

#63

I work in this field so I'm incredibly biased: automated business solutions that cut entry-level data employees out of the equation. You save TONS on the bottom line, and cut out human-driven process that is error prone and difficult to manage. I'm talking about things beyond "API-driven dev", more in the realms of Puppeteer, Microsoft Office automation, screen-scraping (mouse/keyboard), etc. I make API's out of thin…

Do you have anything going on related to process mining?

Re: Ask HN: What's a promising area to work on?

#64
post #46
post #41

Quick control-f tells me no one has said "Environment" or a phrase I'm hoping catches on "Green-tech". There's just no way this doesn't blow up into something big in my mind. Earlier today i was discussing with a biologist friend how there should be a better partnership between the environmental world and the tech world, citing examples of biologists learning to code v's focusing on what they're good at. The environm…

> but i have a feeling that if the climate is changing, eventually it'll start paying very well to attract the people it needs The problem is that it's a tragedy of the commons, so no matter how important it gets, unless governments really start putting money towards it there will continue to be little interest from the private sector.

no disrespect intended at all, but this seems to capture a very non-tech ethos. as an industry we need to have boundless optimism and practice a philosophy of idealism with a healthy sprinkle of realism. we are very well positioned to solve sustainability problems/change culture

Re: Ask HN: What's a promising area to work on?

#65

I work in this field so I'm incredibly biased: automated business solutions that cut entry-level data employees out of the equation. You save TONS on the bottom line, and cut out human-driven process that is error prone and difficult to manage. I'm talking about things beyond "API-driven dev", more in the realms of Puppeteer, Microsoft Office automation, screen-scraping (mouse/keyboard), etc. I make API's out of thin…

How do you find processes that can be automated? I've often thought that there must be a ton of this stuff in various industries where programmers aren't typically embedded.

You really need to find a domain expert who can at least get you started. I'm working on a problem that I would not have even known existed, if not for running across a couple of engineers who had a business in the field and saw an opening that only a small company would care about (market isn't big enough for the large players).

I know similar situations have to be all around us. The problem, as you say, is finding out about them.

Re: Ask HN: What's a promising area to work on?

#66

I work in this field so I'm incredibly biased: automated business solutions that cut entry-level data employees out of the equation. You save TONS on the bottom line, and cut out human-driven process that is error prone and difficult to manage. I'm talking about things beyond "API-driven dev", more in the realms of Puppeteer, Microsoft Office automation, screen-scraping (mouse/keyboard), etc. I make API's out of thin…

So... automate clerical stuff?

> ever-increasing need

Not sure I'd bet on that -- the point of RPA is to eliminate the job you just described.

Re: Ask HN: What's a promising area to work on?

#68

Quantum computing is becoming more viable for amateurs to experiment with. A few years ago, Microsoft released an SDK for quantum computing and you can run your solutions on a real quantum computer using Azure. You'll learn a ton of linear algebra as a side-effect of working with quantum computing, which is the foundation of lots of other fields of computer science, like graphics and AI. I'm confident that the pool o…

Microsoft does not allow one to run programs on real quantum computers. Only Rigetti Computing and IBM provide that service.

Re: Ask HN: What's a promising area to work on?

#69

Unpopular opinion: Domain driven stack. We have been living in the golden era of software industry, thanks to Moore's law. We were able to afford RISC (= general purpose CPU arch), general purpose operating systems, general purpose languages, general purpose databases etc all because the hardware was going to evolve and get faster anyway. Now with Moore's law showing signs of death, the future for better computing wo…

Not sure what more recent xboxes are like, but the original xbox was a cut down windows 2000 running on Intel and Nvidia. It was really close to commodity hardware and software.

Re: Ask HN: What's a promising area to work on?

#70

I work in this field so I'm incredibly biased: automated business solutions that cut entry-level data employees out of the equation. You save TONS on the bottom line, and cut out human-driven process that is error prone and difficult to manage. I'm talking about things beyond "API-driven dev", more in the realms of Puppeteer, Microsoft Office automation, screen-scraping (mouse/keyboard), etc. I make API's out of thin…

This.

I work in a small, physical goods business in the Midwest (~30 employees), and the amount of time spent doing data entry is incredible.

Documents (often PDFs, sometimes excel) flow between buyers, shippers, freight forwarders and internally. These documents are often updated.

I'm looking into EDI for a solution, but there's so much value to be created from cutting out all this data entry. At least 1-1.5 full time employee's worth at our size.

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