If you feel like you have decent math chops, i would use that time and money on online training, hardware, develop a portfolio of projects that demonstrate your new skills, and make contributions to open source ML libs to pad your resume. But also, many of the new AI startups are just using ML as a service where expertise is not necessarily needed.
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