Sketch… | Personal Opinion This piece is a sketch of ideas to be completed later (or never : ). Automation is the sibling of digitization. With the recent great resignation and labor shortages, it’s opportune for us to reflect on
Governance 2.0
(Sketch… | PERSONAL OPINION) This piece is a sketch of ideas to be completed later (or never : ) . From both regulatory pressures (GDPR, HIPPA, CCPA, LGPD…) and the ever-increasing sizes of different elephants in the room (lake, warehouses,
DNA of Enterprise
(Last updated: 12/17/2025 | PERSONAL OPINION) Since I left SAS Institute, the enterprise advanced analytical software vendor, I have worked in two analytics and AI/ML heavy shops, both are in the process of digitizing their services and both view data,
Interchangeable DnA
Last updated 4/12/2020 | Personal Opinion Wouldn’t it be nice if I could swap my DNA with Einstein’s back at school and Jeff Bezos’s now at work? No, I’m not talking about that DNA, I’m talking about Data and Analytics,
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
CX
CX Mindmap Survey
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
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
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
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