Summary
Overview
Work History
Education
Skills
Affiliations
Training
Examinations
Timeline
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Richard Ferdinand A. De Roxas

Data Scientist/Bank Officer
Manila

Summary

With over 11 years of professional experience in data management, visualization, and analytics, I have worked across diverse sectors including government, BPO, pharmaceutical/clinical research, banking, finance, and telecommunications. My expertise spans statistical programming, machine learning, and business intelligence, with hands-on proficiency in tools such as Python, R, SQL, SAS, STATA, and Tableau. I have led and supported high-impact projects involving credit risk modeling monitoring, epidemiological forecasting, clinical data reporting, and regulatory analytics, consistently delivering data-driven insights to support strategic decision-making and operational efficiency.

Overview

13
13
years of professional experience

Work History

Bank Officer II

Bangko Sentral ng Pilipinas
11.2023 - Current
  • Executed and monitored 64 Data Quality (DQ) codes on Subject Information for reporting to CDAV, ensuring strict compliance with data standards and accuracy.
  • Facilitated knowledge transfer sessions for new employees, covering CRIMS processes, data validation protocols, and system navigation techniques.
  • Converted bank submission files between .txt and .xml formats to ensure compatibility with system requirements.
  • Managed user account access for various BSFIs, including enabling and disabling accounts based on official requests and compliance protocols.
  • Added and verified new users per BSFI to maintain secure, accurate, and up-to-date access records.
  • Processed record annulments for a bank in accordance with approved documentation and procedural guidelines.
  • Coordinated system access requests and PC setup for outsourced personnel and new hires to ensure operational readiness.
  • Maintained continuous coordination with IT teams to report and resolve issues across multiple CRIMS modules.
  • Conducted daily monitoring of the CRIMS system and submitted reports to the Managing Director (MD) for transparency and oversight.
  • Manually matched and merged 100 subject pairs daily, contributing to data integrity and system efficiency.
  • Assisted in enhancing the matching and merging framework for individual subjects to improve data accuracy.
  • Generated bi-monthly FRP–COCREE reconciliation reports to support financial reporting and compliance.
  • Compared and updated Conglomerate Lists to ensure alignment with current organizational structures.
  • Created and analyzed suspect and dummy values from the COCREE 1.0 database to identify anomalies and improve data quality.
  • Verified individual records using FITPRO datamarts for enhanced subject validation.
  • Reported loan listings for BSFIs, supporting regulatory oversight, and financial analysis.
  • Contributed to the development of a robust merging and matching framework to streamline subject data management.
  • Mentored junior staff members, improving their skillset and overall productivity within the team.
  • Supported bank management with insightful data analysis, facilitating informed decision-making on key strategic initiatives.

Senior Statistical Programmer

CLINCHOICE
02.2022 - 06.2023
  • Generated over 400 reports for the monitoring of adverse events for consumer products using automation in SAS Data Studio.
  • Started the conversion of SAS Starship codes to Python, especially the generation of docx reports, and supported the UAT of newly created macros/functions in Python.
  • Conducted a 2-month training on Basic Python for SQL and SAS users for reskilling.
  • Developed high-quality programming scripts for complex clinical trials, ensuring accurate and timely completion of study results.
  • Contributed to client satisfaction by delivering high-quality work products within tight deadlines while maintaining open lines of communication regarding project updates.

Data Scientist

ACCENTURE - ATCP DATA & AI
08.2021 - 02.2022
  • Developed SQL queries in PostgreSQL for an insurance project to support the analytics for churning.
  • Created Python code to enhance the resume parser.
  • Led the forecasting team to enhance the analytics report for gap analysis.

Senior Health Program Officer

DEPARTMENT OF HEALTH - EPIDEMIOLOGICAL BUREAU
06.2020 - 08.2021
  • Supported the daily generation of reports for COVID surveillance.
  • Cleansed the daily data for missing and duplicate values.
  • Generated the daily Data Drop files for public consumption and for the use of IATF using Python.
  • Maintained the imputation, SEIR epidemiological models, and forecasting methods of FASSSSTER using RStudio.
  • Reconciliation of data with RESU and CESU.
  • Created dashboards for vaccination and adverse events using Tableau, BigQuery, and Google Data Studio.

Infrastructure Service Engineer

DEPOSITORY TRUST & CLEARING CORPORATION - CAPACITY AUTOMATION PLANNING
10.2019 - 04.2020
  • Maintained and enhanced the Daily, Weekly, and Monthly processes of Containerization automated reports involving the CPU, I/O, Storage, Memory, Peak Capacity Profile, and Forecast Outage of different servers around the world for a global post-trade financial institution using SAS.
  • Started to innovate the reports by R, Python, and PowerBI.

Assistant Manager - ALM Quant Analyst

SECURITY BANK
01.2019 - 07.2019
  • Preparation of semi-automation of LGD for large corporations ECL.
  • Identified the gaps in the current and needed system for the LGD project.
  • Database preparation for PD and ECL using SAS.

Assistant Manager - Risk Modeller

PSBANK
03.2018 - 12.2018
  • Automated repetitive tasks and reports that are involved in credit scoring.
  • Used R Studio and Power BI for database creation, management, and analysis.
  • Assisted in the generation and validation of PDs in ECL analysis.
  • Led the monitoring of mortgage accounts of the bank and assisted in PL and auto products.
  • Daily rating and validation of SME BRR.

Junior Assistant Manager - Credit Scoring Specialist

RCBC SAVINGS
10.2016 - 12.2017
  • Performed as a Credit Scoring Specialist using SAS and Excel.
  • Monitored PSIs, characteristic analysis, and range bins of auto, real estate, and personal loan products.
  • Collaborated with the IT team to ensure the cleanliness, and reliability of data.

CLINICAL SAS PROGRAMMER

HOSPIRA, A PFIZER COMPANY - BIOSTATISTICS AND DATA MANAGEMENT UNIT
01.2014 - 10.2016
  • Managed and cleaned the data for clinical reporting using Datatrak and Excel.
  • Reported tables, listings, and figures for medical reports and research data.
  • Enhanced clinical trial data quality by developing and validating advanced SAS programs for data cleaning and monitoring.
  • Created SAS programs for semi-automated reports for Phase I, Phase II, Phase III, Phase IV, and SNDA.
  • Developed custom SAS programs to support exploratory data analyses and ad-hoc requests from clinical teams.

ASSOCIATE TECHNICAL CONSULTANT

SAS INSTITUTE PHILIPPINES (SMART – ACQUIRE)
04.2013 - 11.2013
  • Attended the 3-month boot camp training covering basic SAS programming and advanced GUI SAS applications (i.e., SAS Enterprise Guide, SAS Data Integration, SAS Visual Analytics).
  • Involved in the requirements gathering and business-required documentation for the HPA Rizal project of SMART.

OJT

PFIZER - PRIME PROJECT
04.2012 - 06.2012
  • Innovation awardee for using Google Analytics in the project.
  • Created surveys and reports for the ROI and issues in the PRiME project. (Automated and centralized monitoring of the sales of MedReps using an iPad instead of hardbound materials.)

Education

Post Graduate Diploma - Artificial Intelligence and Machine Learning

ASIAN INSTITUTE OF MANAGEMENT
08.2025

MBA - GENERAL

NEW ERA UNIVERSITY
12.2023

BS - STATISTICS

UNIVERSITY OF THE PHILIPPINES - DILIMAN
04.2013

Elementary School - undefined

DON EMILIO SALUMBIDES ELEMENTARY SCHOOL
04.2013

High School - undefined

LOPEZ NATIONAL COMPREHENSIVE HIGH SCHOOL
04.2008

Skills

Artificial Intelligence and Machine Learning

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Affiliations

  • IGLESIA NI CRISTO FINANCE OFFICER (2014-present)
  • Weekly monitoring of voluntary offerings
  • Monthly and yearly consolidation of total contributions
  • Issuing of cheques

Training

  • FUNDAMENTALS OF CREDIT: BUSINESS RISK ASSESSMENT AND INDUSTRY RISK ASSESSMENT FEB2025, MANILA Conducted by BAIPHIL
  • BUSINESS COMMUNICATION TRAINING AUG2022, MANILA Training for improvement and proper Email communication
  • SOLUTIONS ARCHITECT ASSOCIATE BOOTCAMP SEP2021 –OCT2021, MANILA Training for Solutions Architect and Cloud Practitioner
  • THINKING MACHINES STARTUP BOOTCAMP FEB2021 –MAR2021, MANILA Training in Python, R Studio, Big Query SQL, Google Data Studio, Tableau and other tools that are necessary for Covid19 reporting, forecasting and surveillance.
  • SAS BOOTCAMP APR 2013–NOV 2013 Boot camp Trainee / Internship Underwent a 3-month SAS Program training with deployment in a telecommunication company.
  • OTHER SEMINARS
  • “Transforming Business with Analytics” at AIM
  • Completed Staff Work (2025)
  • Technical Writing (2025)
  • #InclusiveGrowth Seminar with the Philippines Business Titans and AIM
  • Real Estate Appraiser (120 units) by Manila Board of Realtors/PREVAIL
  • Basic SME Loans Training by PSBank (2018)
  • SME seminar by Bank of Makati with DTI (2018)
  • DIY Workshop of Python by Dr. Reina Reyes (2019)
  • Basic Python Training by Web and Mobile Developers PH (2019)
  • Technology Quotient by ACN (2021)
  • North Kellog Data Analytics, AI, ML and Management (2021)

Examinations

Civil Service : 88.27%

Timeline

Bank Officer II

Bangko Sentral ng Pilipinas
11.2023 - Current

Senior Statistical Programmer

CLINCHOICE
02.2022 - 06.2023

Data Scientist

ACCENTURE - ATCP DATA & AI
08.2021 - 02.2022

Senior Health Program Officer

DEPARTMENT OF HEALTH - EPIDEMIOLOGICAL BUREAU
06.2020 - 08.2021

Infrastructure Service Engineer

DEPOSITORY TRUST & CLEARING CORPORATION - CAPACITY AUTOMATION PLANNING
10.2019 - 04.2020

Assistant Manager - ALM Quant Analyst

SECURITY BANK
01.2019 - 07.2019

Assistant Manager - Risk Modeller

PSBANK
03.2018 - 12.2018

Junior Assistant Manager - Credit Scoring Specialist

RCBC SAVINGS
10.2016 - 12.2017

CLINICAL SAS PROGRAMMER

HOSPIRA, A PFIZER COMPANY - BIOSTATISTICS AND DATA MANAGEMENT UNIT
01.2014 - 10.2016

ASSOCIATE TECHNICAL CONSULTANT

SAS INSTITUTE PHILIPPINES (SMART – ACQUIRE)
04.2013 - 11.2013

OJT

PFIZER - PRIME PROJECT
04.2012 - 06.2012

BS - STATISTICS

UNIVERSITY OF THE PHILIPPINES - DILIMAN

Elementary School - undefined

DON EMILIO SALUMBIDES ELEMENTARY SCHOOL

High School - undefined

LOPEZ NATIONAL COMPREHENSIVE HIGH SCHOOL

Post Graduate Diploma - Artificial Intelligence and Machine Learning

ASIAN INSTITUTE OF MANAGEMENT

MBA - GENERAL

NEW ERA UNIVERSITY

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Richard Ferdinand A. De RoxasData Scientist/Bank Officer