
Date: September 16, 2023 / 12:30pm – 4:45pm
Venue: Leong Hall, Loyola Schools, Ateneo de Manila University
Speakers
Operations Research for the Modern Da
ta Scientist: The interplay between Optimization and Machine Learning/Generative AI
Alexander Hipolito, Director
Advanced Analytics Group, Bain & Company
This talk explores the connection between Optimization (the principle technique in Operations Research and Prescriptive Analytics), and Machine Learning / Deep Learning (ML/DL). We’ll discuss Optimization’s critical role in ML/DL algorithms and how Optimization, particularly Mixed Integer Programming, can be used to address data science use-cases directly. We’ll likewise look at approaches to leveraging ML/DL techniques in solving Optimization problems. We’ll then provide a framework for combining ML/DL with Optimization and showcase real-world examples (in Supply Chain, Workforce planning, Retail, and Healthcare among others) demonstrating the framework. We will conclude with new research on and a demonstration of combining Generative AI with Optimization applications. The talk aims to inspire increased cooperation and innovation between Operations Researchers and Data Scientists in addressing complex challenges and harnessing the potential of their respective toolkits.
Alexander Hipolito is a Director within Bain & Company’s Advanced Analytics Group in Manila specializing in the use of optimization and machine learning / data science techniques for supply chain and service operations applications. Prior to Bain, Alex worked as a Solution Architect for Supply Chain as well as Data Science solutions for Hewlett Packard in Singapore. Alex has a Ph.D. in Industrial & Systems Engineering (Operations Research) from the University of Florida and holds industry certifications from ASCM (APICS Certified Supply Chain Professional) and INFORMS (Certified Analytics Professional).
The Use of Data Analytics for Productivity Improvement in a Semiconductor Company in the Philippines
Rex Robielos
Department Manager, Operations Research Engineering, Analog Devices
In this talk, the development of dashboards for key performing indicators such as Overall Equipment Effectiveness (OEE), provides near real-time monitoring of equipment performances which helps manufacturing in identifying appropriate initiatives to improve productivity and equipment utilization. In addition, machine learning was applied in one of the key processes in test manufacturing to maximize the number of lots that can skip the In-Line Sampling process while still minimizing the defects. The machine learning model was able to classify 96.1% of failing lots while skipping 41% of the lots. Furthermore, the machine learning model classified the failing category at 86% accuracy. While the results can improve OEE, the model is still being reviewed as this might have an impact on product quality.
Rex Robielos is the Department Manager of Operations Research Engineering at Analog Devices General Trias. He was previously the Dean of the School of Industrial Engineering and Engineering Management at Mapua University. He has a BS in Applied Mathematics from the University of the Philippines Los Baños, and a Diploma and MS in Industrial Engineering from the University of the Philippines Diliman. He received his Ph.D in Industrial Management at National Taiwan University of Science and Technology in Taiwan. Currently, he is a Director of Human Factors and Ergonomics Society of the Philippines.
Fees
| Students | Member | Non-Member | |
| Early Bird Rate* | P300 | P400 | P500 |
| Regular Registration | P400 | P500 | P600 |
*Registered & paid before Sept 9
REGISTRATION IS ALREADY CLOSED
Registration Links
| Early Bird Rate | Regular Rate |
| Students (click here) | Students (click here) |
| Member (click here) | Member (click here) |
| Non-Member (click here) | Non-Member (click here) |
For more info, please visit www.orsp.org.ph or email secretariat@orsp.org.ph
Payment Details
• Cash/Checks should be made payable to the Operations Research Society of the Philippines Inc. (please do not abbreviate) and deposited at any Banco De Oro branch to Account No. 1510028666, BDO – Eastwood City E. Rod. Branch
• GCash: 09178634196 – Marie Shella Mariscal
• You may apply for / renew your member- ship to avail of the member’s rate.
Fees are inclusive of snacks and forum materials. Certificates of attendance shall be given upon request.



Christian John Immanuel S. Boydon graduated Cum Laude with a degree in BS Industrial Engineering in UP Diliman last 2013. In 2017, he graduated with a degree in MS Industrial Engineering major in Operations Research in UP Diliman. He is currently a Senior Lecturer in the Department of Industrial Engineering and Operations Research in UP Diliman as he is finishing his PhD Industrial Engineering at National Taiwan University. He has taught subjects and training courses that deal with Operations Research especially in statistical methods, stochastic processes, systems thinking, and simulation as well as in business analytics and data mining. He has also done several projects in machine learning, artificial intelligence applications, smart manufacturing, process improvement, and optimization both in the Philippines and Taiwan. He is also currently the Lead Creator and Host of Start Up Podcast Philippines.
Arvie de Vera is the Co-Founder & CEO of UnionDigital, the digital bank of Union Bank of the Philippines. In 2016, he established the Fintech Business Group at UnionBank, advocating a collaborative model of banking, enabling, and synergizing with fintechs. Now Unionbank is known as the Fintech bank of choice. In 2019, the Singapore Fintech Association recognized him with the Asia Fintech Leader Award. Arvie is also a Founding Member & Board Director of the Fintech Philippines Association.
Melchor Plabasan is a Director of Technology Risk and Innovation Supervision Department (TRISD) at Bangko Sentral ng Pilipinas based in Malate, Manila.
Dr. Jerrold M. Tubay has served as a consultant in comprehensive land-use planning projects that involve optimization models He has extensively published research papers in ecological and dynamical systems modeling, along the lines of his research interest in mathematical biology and optimization.
Dr. Alex M. Fillone is a recognized Specialist in Transportation Engineering and was past president of the Transportation Science Society of the Philippines (TSSP). His 30 years of teaching experience in transportation planning and traffic engineering has benefited many, including his Master’s and PhD students at DLSU. His transport researches focus on travel behavior analysis, travel demand modeling, urban transportation planning, and traffic impact studies in conjunction with his consultancy work. A registered Civil Engineer and Environmental Planner, he has published several journal articles and co-authored two books.
Dr. Jose Ramon G. Albert is a Senior Research Fellow at the Philippine Institute for Development Studies. He was the Secretary-General of the National Statistical Coordination Board from 2012 to 2014. He was also the training chief of the Statistical Research and Training Center, the research and training arm of the Philippine Statistical System, from 2005 to 2007, and research chief from 1999 to 2005 of the same office.




Francis Miranda
Dennis Beng Hui
Marc Constantino
Elise Del Rosario


