Re:Applied Machine Learning Is a Meritocracy
by jp8585 on Thursday January 31, 2019 @09:42PM
(#19051144)
As a machine learning freelancer, I can definitely understand the main argument of this article.
When I started applying for contracts I always felt overwhelmed by the competition with math PhDs and other developers with brighter pedigrees.
After closing my eyes to the competition, I started offering high quality communication, clear project specifications and complete honesty in terms of project feasibility, just as I would for any regular software project.
After over 30 successful projects, I can't say I developed an Ai that can beat Starcraft, but I definitely brought a lot of value to all my clients.
If you are passionate about machine learning and really like the grind, just go for it. Work finds a way
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Re:Applied Machine Learning Is a Meritocracy
by tomrod on Thursday January 31, 2019 @10:12PM
(#19051269)
I'm one of those PhD types, and I would prefer to work with someone that has your skillset over someone who promises the moon and is solely excited about methodology. Based on your focus, I expect the projects you propose will have a measurable impact to the bottom line. And that is what builds reputation.
Re:Applied Machine Learning Is a Meritocracy
by mac01021 on Friday February 01, 2019 @08:35AM
(#19053951)
Hi!
Would you mind characterizing briefly, or giving examples of, the successful projects you've taken on as a freelancer?
I've thought before about trying to go that road, but the fact is, for almost every ml project opportunity I've come across, I would have had to say, "well, I can try out some stuff, and it might prove extremely valuable, but just as likely as not my POC will not perform well enough to use in production".
Re:Applied Machine Learning Is a Meritocracy
by yowlingcat on Thursday January 31, 2019 @11:03PM
(#19051476)
Not only is this the right attitude of what I'd want if I sought your services as a client, but this is heartening to hear as someone who's been thinking about getting more into this. Good on you!