Curriculum vitae / Experience

Professional experience.

AI development, FinTech, and enterprise systems.
Roles, responsibilities, and contributions from 2016 to the present.

Read my résumé
01 / Current

Dec 2025 - Present

Taguig City, Philippines

Quant Analytics Analyst (AI Developer)

JPMorganChase / Consumer & Community Banking, Data Analytics and Reporting Team (DART)

Pioneering AI-powered reporting and data applications for Consumer & Community Banking, with a focus on agentic ETL, talk-to-data, AI reporting, and data quality workflows.

Selected contributions
  • Serve as one of the first AI Developers in CCB DART, helping establish the department's adoption of AI-powered reporting applications.
  • Developed an agentic ETL migration solution that converts Alteryx workflows to AWS Glue, reducing conversion development hours by up to 99%.
  • Built an agentic reporting prototype that cuts dashboard creation time from weeks to hours.
  • Contributed to the department's first talk-to-data solution, enabling users to get insights in seconds instead of filing ad hoc requests or searching dashboards.
  • Developed a proof of concept for agentic data quality assessment across reporting pipelines.
  • Apply context engineering, prompt engineering, and data engineering principles to improve reliability in AI-driven reporting.
PythonSQLAWS GlueAlteryxLangChainLangGraphGoogle ADKRAGPrompt EngineeringContext EngineeringData Engineering
02 / Previously

Dec 2024 - Dec 2025

Makati City, Philippines

Technical Solutions Engineer

DigitalPH Asia Corporation / Payborit Payment Aggregator System

Led technical solutioning and continuous enhancement for a FinTech payment aggregator, bridging merchant needs, sales engagements, product ownership, and engineering execution.

Selected contributions
  • Led enhancements of the Payborit Payment Aggregator System, integrating payment processors and improving merchant onboarding.
  • Defined tailored technical solutions and delivered client-facing presentations with sales and product teams.
  • Owned live product stability while contributing to planning, solution design, estimates, proposals, and documentation.
  • Reviewed engineering output against solution designs and regulatory or business requirements.
PythonSQLAPI IntegrationPayment SystemsSolution DesignProduct OwnershipJira
03 / Previously

Dec 2020 - Dec 2024

Makati City, Philippines

Senior Technical Business Analyst

DigitalPH Asia Corporation / FinTech and enterprise application delivery

Led requirements analysis, technical documentation, system design, test planning, and stakeholder coordination across payment and public-sector systems.

Selected contributions
  • Led assessment, planning, and execution for 10+ projects across payment aggregation and enterprise systems.
  • Enhanced Payborit using microservice architecture principles, database design, sprint planning, and QA coordination.
  • Supported the National Nutrition Information System from planning and analysis through UAT and deployment handover.
  • Created functional and technical specifications that improved alignment between stakeholders and development teams.
Business AnalysisSystems AnalysisSQLDatabase DesignMicroservicesProject ManagementUAT
04 / Previously

Sep 2019 - Dec 2020

Philippines

Technical Business Analyst

EightD Corporation / Automated Fare Collection Systems

Designed solutions and coordinated delivery for fare collection systems, building the automation and multi-stakeholder delivery foundation now applied to AI workflows.

Selected contributions
  • Led Nepal AFCS implementation analysis, sprint planning, technical specifications, and UAT support.
  • Recommended automation that reduced manual AFCS configuration task time by 99.98%.
  • Served as Product Owner and Project Manager for Boracay HOHO AFCS enhancements.
  • Designed multi-route fare structures, transaction flows, card activity sequences, and user documentation.
AFCSProcess AutomationSystem DesignRequirements AnalysisJiraProject Management
05 / Previously

May 2016 - Sep 2019

Philippines

SAP SD Technology Consultant

DXC Technology / Enterprise SAP delivery

Delivered enterprise-scale SAP SD change requests, configurations, testing, and client support across regional projects.

Selected contributions
  • Implemented and supported 20+ SAP projects and change requests from blueprinting through service management handover.
  • Configured SD shipping lanes and supported clients during testing and early life support.
  • Contributed to Asia AOV, Asia SAP Continuous Improvement, OBLB Upgrade EMEA, and QR London to Gattatico initiatives.
  • Coordinated with transport managers, change teams, application managers, and business process experts.
SAP SDEnterprise SystemsBusiness Process DesignClient SupportTestingChange Requests
06 / Previously

2019

Philippines

Salesforce Consultant

Freelance / Project-based consulting

Provided Salesforce development support for client applications in close collaboration with the lead developer.

Selected contributions
  • Developed Apex classes, Visualforce pages, Aura components, and triggers.
  • Translated client requirements into application enhancements and automation.
SalesforceApexVisualforceAura ComponentsTriggers

Skills

Technical & professional expertise

AI Development

LLM Application Development · Agentic AI · RAG · LangChain · LangGraph · Google ADK · Prompt Engineering · Context Engineering

Data and Engineering

Python · SQL · AWS Glue · Alteryx · ETL Pipelines · Data Engineering · API Integration · Cloud-Native Systems

Machine Learning

Scikit-learn · TensorFlow · ML Pipelines · Model Deployment · Data Quality Assessment

Solution Delivery

Systems Analysis · Requirements Gathering · Solution Design · Business Analysis · Process Improvement · Project Planning

Domain Expertise

FinTech · Payment Platforms · Enterprise Applications · Reporting Automation · Talk-to-Data · Stakeholder Solutioning

Education

Post Graduate Diploma in Artificial Intelligence and Machine Learning

Emeritus x Asian Institute of Management

Mar 2025 - Mar 2026

Completed; certificate conferred Apr 2026

Bachelor of Science in Information Technology

University of Asia and the Pacific

Jun 2012 - Jun 2016

Magna Cum Laude, GWA 1.29; Merit Scholar