Quitting your job sounds like a bad idea. How many months can you survive without a salary? If the answer is < 12 months, or in your case < 24 months you should not even think about quitting. Learn to code on the side and if your coding skills are good enough you should build a MVP, preferably also on the side, to test how things will work out after quitting.