Blog

Articles, notes, and thoughts organized by topic.

Welcome to My Blog

A little about me

Quick thoughts and observations

1 item

Random Thoughts

A collection of miscellaneous ideas

A collection of work accumulated over time

3 items

Constraint-Based Exam Scheduling with Mathematical Optimization

How to transform complex exam scheduling into a solvable optimization problem using linear programming

Designing an Entity Matching and Data Standardization System

Architecture patterns for building systems that reconcile messy real-world names with canonical records

Testing and Validating Library Updates in .NET Framework Products

Best-practice guidance for verifying DLL updates, NuGet package upgrades, and delivery mechanism changes in .NET Framework–based applications, with a focus on runtime loading, GAC behavior, and dependency risk mitigation