I'm a SWE (ML-focused) at a tech unicorn with around 15 years of daily coding experience, a good understanding of CS theory (undergrad CS & Eng @ MIT, Cambridge University) and ML theory (probabilistic graphical modeling-focused PhD @ UC Berkeley).