You always hear "don't let anybody tell you you can't." That said, money doesn't grow on trees... and MA pay is all-time high, insurances aren't any easier, etc.
I found it to not be possible (to my standards/idea)... but that was ~2012-13 near finishing my residency, when most banks were reeling and had closed a lot of their lending programs (all kinds) after the 08-09 market crash. The guys I know who did it bigtime and got a sizable bank loan to buy out or start up a practice, improve it, market it, etc etc snuck in pre-2007. Fwiw, I had student loans a bit smaller than yours at the time but no appreciable credit card debt, no auto payment, no defaults or delinquencies, etc. I was told no without a co-signer, and even with my parent (tons of real estate and market assets) co-signing, I think I was offered $250k or $300k which was mostly line of credit at fairly high interest (would have been very dicey to pay staff and have any respectable office + equipment until payments started coming in for the city I was looking at... great insurance but very high commercial rents). Banks want to borrow money for sure things like franchise restaurants or gas stations... or collateralized loans like real estate... or at least home improve, cars, etc.
Make a business plan, tweak it, plan it more, find good office rental, etc... it will help you to run numbers. Talk to as many other DPMs as you can who have done bought an office or started one. Keep your personal finance impeccable. Still, be prepared to still be told by most regular banks that your debt to income ratio is too high or that they've closed their physician lending program. A lot of places will lend to existing businesses trying to improve or expand - but a startup is very tough no matter how good your plan is. Dentists would actually be the best to talk to since so many of them do it due to usually no other choice (just like podiatry 20+ years ago).
Assuming the big 4 banks and similar are a no-go, you are then stuck with "non-traditional" lenders like Kabbage (not even taking apps when I checked last year), hard money lenders, angel investors, credit cards, etc with substantially higher interest rates. If you go that route, since you are single, consider sleeping in the office to save money for awhile (wish I was joking) and live like a resident for sure. There is owner financing also, but that will typically get you into a very bad overpayment and needs a very good contract for the transition (owner will get greedy and want to raise the price once they see you hustling to grow revenues... and they control the financing if not well delineated).
People will tell you it's easier to get a loan for an existing practice than a startup, and that may be true... but 98% of established ones will be overpriced (usually grossly overpriced). Buying out a practice is highly valuable in that you can get onto insurance plans faster and have at least some amount of active patients... but you will almost always overpay for that - esp if owner financed. There is no easy road that I've found.
I continue to explore PP ownership from time to time but have not taken the plunge. I am just not willing to do the crap office with no staff, no xray, 2 rooms, etc... I have to have something I'm at least a little proud of and won't outgrow in a year (or worse, get complacent with a junk workspace). I will keep exploring it, but I have found jobs that are good enough and am actually not super far from retirement anymore just from frugality + investing (so buying/starting is not as viable and rewarding in the not-so-long term anymore). If you can make it work, I wish you all the success.
My classmates and buddies who've started their own had serious family help (grad zero debt and/or got the loan/gift for the practice in the family). Others did the associate or ortho/MSG thing for years, got rid of the student loans, built the credit, maybe got onto area plans and hospitals (has to be a place with no non-competes) and then did solo. That is a fine way to go. Pick a high paying job where you can bet board cert ABFAS and/or a place you'll learn a lot of billing and efficiency and prac mgmt skills (obviously you'd gain very little prac mgmt if you work for a MCA hospital or a VA or somewhere where you have zero involvement in the billing or marketing or hiring/training, no OTC products, etc).
The Medical Entrepreneur by Hacker is a good book. It covers a lot.
