Project Overview Hallmark Consultants designed and managed the Large-Scale Data Architecture and Statistical Processing System for the Skills Employment Project (SEP) Tracer Study. The project established automated data entry pipelines, error-checking algorithms, and statistical analytical models to evaluate post-training employment outcomes for vocational graduates nationwide.

Key Project Details

• Client / Partner: Asian Development Bank (ADB) / Council for Technical Education and Vocational Training (CTEVT) / Metcon

• Implementation Year: 2012

• Location: National Coverage (Nepal)

• Core Focus: Data architecture design, large-scale digital data entry, statistical processing, TVET tracer studies, and database verification.

Scope of Work & Key Deliverables

• Data Processing Architecture: Engineered structured database tables and validation scripts to handle high-volume data streams safely.

• Large-Scale Data Operations: Executed systematic digital entry, cleaning, and verification for 21,900 individual survey entries across national training centers.

• Statistical Analysis & Reporting: Performed complex cross-sectional data analysis and generated automated analytical reports to assess workforce insertion rates and income impact.