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Dr. Mindle's Musings

On education, AI/ML/AA(advanced analytics), computing and more

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APIs: History, Ways and Means

Last updated 3/22/2020 | Personal Opinion You know a technology is popular when US government writes it in a bill. APIs are such technology mandated in the 21st Century Cures Act, which aims to reduce healthcare cost by exchanging and

dr mindle 2020-03-232025-01-11 Uncategorized No Comments Read more

CX

CX Mindmap Survey

dr mindle 2020-03-122024-04-27 Uncategorized No Comments Read more

Capability Maturity Model for Data Science Teams

Almost all classmates and friends in my professional network are working in the field of data sciences now. From small bank in Cleveland Ohio to the FANG (Facebook, Amazon, Netflix, Google) in Silicon Valley. From conversations with them, it occurred

dr mindle 2020-03-082024-04-27 Uncategorized No Comments Read more

Multi-Vendor Benchmarking System

(Last updated: 03/12/2019 | PERSONAL OPINION) “Know your enemy and know yourself, find not a single defeat for 100 battles.”- Sun Tsu, the Art of War Every Spring patent recipients at my company are treated with a dinner at a

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Design Thinking

If there is only one thing that you’re willing to invest your time on design thinking, it has to the Double Diamond by the Design Council. Other than explicitly calling out the “Problem” and “Solution” domains in which the two

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Writing Things Down

(Last updated: 03/21/2019 |Personal Opinion) “Writing is nature’s way of letting you know how sloppy your thinking is.” -Dick Guindon A few things related to software engineering practices at various places I worked bug me and experiences from almost half

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The Rise of the Pyramid

(Last updated: 11/11/2019 | PDF | PERSONAL OPINION | COMPANY CONFIDENTIAL) I went to see a movie last night by myself (R rated and wife not interested), and one scene in the “Star Wars: The Rise of Skywalker” trailer made

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AX, UX and CX

(Last updated: 09/23/2019 | PERSONAL OPINION) At where I work which is analytics heavy, User Experiences (UX) designers has the final say yet because they don’t have the domain knowledge, they routinely defer design decisions to developers who don’t have

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Analytics Platform

(Last updated: 10/18/2019 | PDF | PERSONAL OPINION) Like “Open”, “Platform” is yet another loaded and universally abused term. While every vendor claims their offerings to be the platform, what does an ideal analytics platform entail, from user’s point of

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Open

(Last updated: 12/12/2019 | PDF | PERSONAL OPINION) “Open” is a virtue made from the reality that no single analytics vendor has everything customer want and the need to get things done by maneuvering two or more tools simultaneously. If

dr mindle 2020-02-092024-04-27 Uncategorized No Comments Read more
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