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Ephraim Cabanlit

@ephraimcabanlit

Applied AI and analytics assistant manager at PwC Philippines who developed RAG applications and analyzed loan portfolios of up to 40 million rows.

Philippines

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At PwC Philippines, I led development of an internal RAG application that analyzes financial statements to identify client opportunities, along with a GenAI assistant for risk management guidance. I also worked on automating financial data extraction from PDFs with Azure Document Intelligence.

I’ve delivered loan portfolio analysis and credit risk segmentation for financial-services projects, including analysis of datasets with up to 40 million rows. As a Senior Associate, I led 10 end-to-end analytics engagements and mentored three associates; I’m now an Applied AI, Data Science and Analytics Assistant Manager.

Experience

Work history, roles, and key accomplishments

Applied AI, Data Science and Analytics Assistant Manager

PwC Philippines

Jul 2025 - Oct 2026 (1 year 3 months)

Led development of internal LLM applications and AI-powered workflows for financial document extraction and risk management. Delivered loan portfolio profiling and credit risk segmentation for financial services transactions, and supported firm-wide AI adoption through workshops and training.

LLM RAG Azure Document Intelligence Python SQL Power BI Tableau Credit Risk Portfolio Analysis AI Governance Microsoft 365 Copilot Project Management Stakeholder Management

Data Science and Analytics Senior Associate

PwC Philippines

Jul 2023 - Jun 2025 (1 year 11 months)

Profiled over 1 million loan accounts and led 10 end-to-end data science and analytics engagements across industries. Managed project delivery, stakeholder expectations, and mentored three associates.

Python SQL Credit Risk Portfolio Analysis Data Analysis Project Management Mentorship Stakeholder Management

Data Science and Analytics Associate

PwC Philippines

Sep 2021 - Jun 2023 (1 year 9 months)

Delivered loan portfolio analytics on large datasets, surfaced risk signals in a thrift bank's loan book, and merged and reconciled millions of rows of loan data. Delivered 13 analytics and data science engagements supporting M&A and business advisory.