- To File a patent - Domain Knowledge + ML Knowledge + Uniqueness of Patent + Business Benefits
- To do a MVP - Study competitive products + Assess ML models + Pick relevant data + Get the ROI / Outcome
- To Scale a Model - Study Cloud / Deployment architectures + Scalability + Monitoring aspects
- To Teach Something - Getting into specifics, Move from practitioner to researcher lens to get insights
- To get Ideas - Check blogs, newsletters, books
Everything counts to the dots of ideas, Everything connects in long run. Many things are not measurable with profiles but the impact is visible in the right team mix and focus. Coding after gathering required knowledge vs Searching for code and idea while you code both reflects your experience
Thinking is idea / logic / reading / listening. Coding is the method to connect those dots. A lot more things are there which we do not even think about when we write about our skills.
Keep Going!!!
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