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Microfinance 1: Human Resources 2: Enabling Smart Training Recommendation and Competency Gap Detection for Succession Planning Using Prism Deep Learning Model

Ivan Christopher Bullo, Kent Cedric Ancheta, Chester Barry Dapatnapo, Rolando Jr Delapeña, Nicole Pedroso

Abstract

The Microfinance sector struggles with retaining a workforce for long-term growth due to high turnover and unaligned skill sets. Traditional practices fail to address competency gaps or provide leadership pipelines. This study introduced Microfinance Management System: HR2 to strengthen advancement through integrated training, competency assessment, and succession planning. The system leverages deep learning to provide smart recommendations and detect skill deficiencies. Human Resources 2 was assessed through a qualitative design using structured interviews and the Agile framework. This methodology gathered institutional insights regarding HR hurdles while ensuring the technical product evolved through iterative feedback. The research followed a microservices architecture to decompose applications into autonomous services like Training, Competency, and Succession Planning. Participants included HR personnel and managers. HR2 was reported as 95% complete. The system automated administrative workflows, established succession pipelines for 80% of critical positions, produced a 20% increase in skill alignment, enabled 70% of employees to use the self-service portal, and reduced manual processing delays by 70%. The basis, denominator, measurement period, and validation method for these percentages were not described. The system may support training recommendations, competency-gap analysis, succession planning, and employee self-service. User adoption and familiarization remain important. The reported 70% reduction in paperwork and the other completion, skill-alignment, pipeline, use, and delay-reduction percentages require source documentation and a clearly described evaluation method.

Ascendens Asia Singapore – Bestlink College of the Philippines Journal of Multidisciplinary Research Abstracts

Ascendens Asia Singapore – Bestlink College of the Philippines Journal of Multidisciplinary Research Abstracts (AASgBCPJMRA)

The Ascendens Asia Singapore–Bestlink College of the Philippines Journal of Multidisciplinary Research Abstracts (AASgBCPJMRA) compiles abstracts of research papers presented at Multidisciplinary Research Fests primarily organized by Ascendens Asia Singapore in partnership with Bestlink College of the Philippines.

Volumes

8 volumes

Issues

13 issues

ISSN

2661-4472

Publisher

Ascendens Asia Publishing Pte. Ltd.