Engineering Insights

Building Modern, Scalable Web Systems

In-depth tutorials, database optimization strategies, and enterprise backend patterns.

Multi-Tenant Database Design Patterns in SQL Server

Multi-Tenant Database Design Patterns in SQL Server

Designing database architectures for SaaS applications requires balancing data isolation, operational complexity, and cost efficiency. Depending on regulatory compliance and tenant scale, database engineers typically choose between a shared database with discriminator columns or isolated per-tenant databases.

In this post, we will examine the shared database pattern with Row-Level Security (RLS) in SQL Server to enforce multi-tenant isolation at the engine level.

Natural Language to SQL Assistant: Building an AI Query Generator with Gemini API

Natural Language to SQL Assistant: Building an AI Query Generator with Gemini API

Allowing non-technical users to extract business insights usually requires building complex analytics dashboards or constantly writing manual ad-hoc SQL queries. By integrating the Google Gemini API into a React and Node.js stack, you can create a secure assistant that transforms natural language prompts into valid, read-only T-SQL queries.

In this post, we will cover context priming, system prompt construction with schema metadata, and SQL query validation to prevent destructive operations.

Structuring Clean Architecture in ASP.NET Core Web APIs

Structuring Clean Architecture in ASP.NET Core Web APIs

Tightly coupling database frameworks like Entity Framework Core directly to your API controllers makes unit testing, maintainability, and future framework upgrades extremely difficult. Clean Architecture ensures that core business rules remain isolated at the center, with external dependencies pointing inward.

In this post, we will walk through structuring clean layer boundaries and implementing repository interface abstractions with Dependency Injection in ASP.NET Core.

Optimizing SQL Server Queries with Indexing & Execution Plans

Optimizing SQL Server Queries with Indexing & Execution Plans

Slow query performance in high-volume database systems is rarely a hardware problem—it is almost always an indexing or query execution plan issue. When tables grow into millions of rows, relying on implicit table scans or unoptimized key lookups degrades API throughput and spikes CPU utilization.

In this post, we will walk through identifying execution plan bottlenecks, using covered non-clustered indexes, and eliminating implicit data type conversions.

Employee Data Management System DBMS Project Create Database, Create Tables Using SQL Server

Employee Management System DBMS Project Create Database, Create Tables Using SQL Server

Employee Management System is a useful tool that securely stores and manages all of an employee's personal information and work related data.  You could perform administrative tasks more efficiently and rapidly with this solution. With a computerized recruiting management platform, you nowadays can keep track of your contract information.