Category: Management
-
Agentic AI in 2026: From Hype to Real-World Deployment in Asian Enterprises
Introduction: Emerging from “Pilot Purgatory” Just two years ago, in my 2024 post on “Pilot Purgatory in Machine Learning,” I
-
Pilot Purgatory in Machine Learning: Why Most Models Excel in Prototyping but Fail to Deploy in Production
The POC-to-Production Gap: A Persistent Challenge in Applied ML As data scientists, we’ve all encountered the frustrating reality of “pilot
-
The Misconceptions of LLM: Is a Large Model Really Omnipotent?
In recent years, with the rapid development of large language models (LLMs), many corporate executives have been eagerly embracing this
-
Changes in Moral Standards and Current Workplace Challenges
In recent years, many business leaders and management teams have observed a sharp decline in work ethics, sense of responsibility,
-
From Blocker to Builder: Transforming IT to Fuel Business Innovation
Introduction In today’s fast-paced business environment, technology is the backbone of growth, innovation, and efficiency. Yet, many organizations find their
-
Standing Firm on Professional Integrity: The Crucial Role of Data Scientists in Data Warehousing and Governance
In the realm of data science, maintaining professional integrity is not just a matter of ethics; it’s a cornerstone of
-
Challenges and Strategies for Improving Efficiency in Data Science Project Teams
In today’s data-driven world, data science projects are gaining increasing attention. However, despite the high technical expertise of many team
-
Fusing AI Canvas and BADIR: A Unified Approach to Transformative AI Projects
The BADIR (Business Question, Analysis Plan, Data Collection, Insights, and Recommendation) framework and the AI Canvas framework share some common
-
Journey to Becoming a Data Scientist: A Comprehensive Guide 2023
Introduction: In today’s data-driven world, the role of a data scientist has gained immense significance. Data scientists play a pivotal
-
Maintaining Health and Well-being During Long Office Hours: Essential Tips for Every Individual
Introduction: In today’s modern work environment, many individuals spend a significant portion of their day sitting in front of computers,