[jp8585]

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

[tomrod]

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.

[mac01021]

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".

[yowlingcat]

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!