Fintech - ML Lens - Stocks

Peter Lynch is one of the best investors in the world. In his playbook. Most of his areas of investing if you relook in ML terms - Find features which will help to classify models in these categories and invest accordingly.

• Investment Distribution (This is also an ML optimization area, Operations research area)
• Risk vs Returns classification (Apply ML lens)

Ref - Link

Keep Exploring!!!

AL / ML Work - The three categories to focus on

Research perspective

• Apply new approaches + solve new problems
• Differentiation in terms of approach / performance / patenting / renewed opportunities

Practitioners

• Apply ML Use cases in current projects
• Bring in the project insights/awareness within the Project team
• Differentiation in terms of moving towards ML adoption/implementation

Business Perspective

• Contribute to AI-driven business lens focused use cases in the domain
• Build industry focused generic solutions 
• Differentiation in terms of wider community impact / collaboration with business / clients

Mastering the latest tech vs Coding vs ML ops vs Building domain knowledge, Scale as much as you can, or narrow down and pick your battles!!!

Keep Thinking!!!