WabtecFounder project experience
Project Experience

Smarti

Engineering Analytics Platform for Railway Manufacturing

A full-stack engineering platform developed for the analysis of manufacturing test and burn-in data used in railway braking-system engineering.

Data ingestionSPCDashboardsAccess control
01Test and burn-in files
02Validation
03Processing
04SPC and investigation
05Reporting and predictive support

Project at a Glance

Context

The work concerned Wabtec manufacturing test and burn-in data associated with railway braking-system engineering. Engineering and quality users needed a more structured way to import, validate, analyze, compare, and report technical evidence.

The Challenge

The practical difficulty was fragmented data. CSV and Excel files, manual analysis, inconsistent reporting, limited traceability, and slow anomaly investigation made it harder for teams to understand test behavior and quality trends from one reliable workflow.

What Was Done

Data ingestion

Implemented workflows for importing CSV and Excel data and preparing it for validation, processing, dashboarding, and reporting.

Validation and processing

Structured the data pipeline so engineering evidence could be checked, transformed, and reused consistently across analysis views.

SPC and quality monitoring

Built support for statistical process control, quality dashboards, trend analysis, and repeatable investigation of anomalous behavior.

Reporting and access control

Developed reporting, authentication, session management, administrative approval, and role-based access around practical engineering workflows.

Desktop and mobile delivery

Supported web delivery, desktop distribution, Flutter mobile access, and UX/UI design so different users could reach the same technical data appropriately.

Contribution

Artava's founder designed the product UX/UI and engineering workflows, developed backend services and the data-processing pipeline, built web dashboards and investigation tools, implemented authentication, authorization, reporting, and administration, and created desktop and Flutter mobile versions of the platform.

Outcome

  • Consolidated manufacturing test data into a structured engineering workflow.
  • Supported repeatable reporting, quality monitoring, and root-cause investigation.
  • Created a maintainable platform base for dashboarding, access control, and future predictive support.

Attribution

This project reflects professional experience developed by Artava's founder while working on software for Wabtec. It does not imply that Artava Systems owns Smarti or represents Wabtec.