What I Learn
Project Management
Consulting frameworks
AI & Analytics
Productivity & systems
Featured Insights & Notes
Consulting Case Solving
Structuring Complex Problems
What I Learned
MECE (Mutually Exclusive, Collectively Exhaustive) frameworks are essential for breaking down ambiguous problems into solvable components.
How I Apply It
I use issue trees when scoping PMO engagements to ensure all stakeholder concerns are addressed without overlap.
AI Tools
AI in Analytics
What I Learned
Generative AI tools can significantly accelerate data cleaning and exploratory data analysis processes.
How I Apply It
I incorporate LLMs to write complex Python RegEx extraction logic and parse robust datasets more efficiently.
PM Frameworks
Agile vs Traditional Delivery
What I Learned
Hybrid methodologies often provide the best balance between predictability (Waterfall) and adaptability (Agile).
How I Apply It
I adapt PMO governance models based on team maturity and project constraints, rather than forcing a rigid framework.