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#MachineLeaning #Practice. @gp_pulipaka Perspective. #Consulting, ML #Products, #DataScience Bootcamps with American Universities. Releasing #Books

Los Angeles, CA
Joined February 2016
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I Can't Save You! Decision Making Authority Comes With Accountability! Experience and senior judgment should be consulted before critical enterprise decisions are made, not merely when those decisions encounter failure. Independent decision-making carries independent accountability. Seeking senior expertise after the consequences emerge does not automatically transfer ownership of those decisions. In high stakes AI deployments, prospective validation, risk assessment, stakeholder consultation, and clear decision ownership must precede implementation. The lesson: Consult before you commit. Challenge assumptions. Own your decisions. Own their consequences. McKinsey & Company โ€” Decision Making in the Age of Urgency #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode mckinsey.com/capabilities/peโ€ฆ
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