work / data-import-automation · 2024-04

Data Import & Onboarding Automation

[sql-server][pipelines][automation]

Abstract

Automated SQL Server pipelines that turn messy client Excel templates into validated production schemas.

§1Problem

Onboarding a new school or membership org meant hand-massaging spreadsheet exports into the database — slow, error-prone, and unscalable as the client base grew.

§2Approach

Built automated data-import pipelines that ingest client Excel templates, validate against schema rules, transform, and load into SQL Server — with clear error reporting for bad rows instead of silent corruption.

§3Impact

Onboarding time for new schools and memberships reduced by 60%, with schema validation and consistency guaranteed.

Keywords: SQL Server, .NET, Excel automation

(private/work project)

@misc{ammar2024dataimportautomation,
  author = {Ammar, Md. Abu},
  title  = {Data Import & Onboarding Automation},
  year   = {2024},
  note   = {Engineering case study}
}