E.F. Legara ☕️

E.F. Legara

Chief AI and Data Officer

Center for AI Research

Professional Summary

Erika Fille T. Legara is a scientist, educator, and practitioner in data science and artificial intelligence. She serves as the inaugural Managing Director and Chief AI and Data Officer of the Philippine Center for AI Research and is an Associate Professor at the Asian Institute of Management, where she designed the country’s first MSc. in Data Science program and led it as Academic Program Director from 2017 to 2024. An Eisenhower Fellow, Erika’s current work focuses on advancing responsible AI governance and algorithmic auditing. She sits on the Board of Directors of RCBC, is a Fellow at the Institute of Corporate Directors, and an IAPP Certified AI Governance Professional. Recognized as an Outstanding Young Scientist by the National Academy of Science and Technology in 2020, she is also a TOYM and TOWNS awardee, and an Asia 21 Young Leader (Class of 2022).

Education

PhD Physics

University of the Philippines Diliman

MS Physics

University of the Philippines Diliman

BSc Physics (cum laude)

University of the Philippines Diliman

Interests

Artificial Intelligence Network Science Complexity Science AI Governance
Data, Complexity, and Innovation
CERN and Science Diplomacy featured image

CERN and Science Diplomacy

It was Day 4. Our CERN day :) Even though it was my second time, I was still quite giddy. It’s CERN!! The second time hit differently, though. I went with our GESDA Science …

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The Randomness of Days

Missed the randomness of my days… This morning at some random coffee shop in Geneva, I sat with my journal and my first cup of coffee, wondering how to kill time. I wanted to do …

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The Monty Hall Problem in Digital Transformation: Overcoming Cognitive Biases featured image

The Monty Hall Problem in Digital Transformation: Overcoming Cognitive Biases

Despite aiming for rational decisions in digital initiatives, we often fall prey to cognitive biases like the sunk cost fallacy and the tendency to stick with initial choices, as …

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Uncertainty, Behavior, and the Limits of Rationality featured image

Uncertainty, Behavior, and the Limits of Rationality

Better decisions often rely on data, but real-world scenarios involve uncertainty and reactions to others, where behavioral science and bounded rationality become crucial. A recent …

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AI Governance and Compliance—Who’s Accountable? featured image

AI Governance and Compliance—Who’s Accountable?

At the ABCOMP 2025 Annual Conference, I addressed compliance officers on AI governance in banking. Through interactive scenarios exploring credit scoring biases and alert system …

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Featured Publications
Recent & Upcoming Talks
The Role of the Board in AI Transformation featured image

The Role of the Board in AI Transformation

As I always say (or warn!), AI transformation isn’t for the faint of heart. Boards must lead with a sharp DSAI Strategy (Data Science and AI) that aligns with organizational goals. …

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Operationalizing AI Governance

Had a fantastic time in Seoul to join a small-group, insightful discussion on Operationalizing AI Governance, with a special focus on standards setting. It was so nice and …

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8th Ayala Corporation-FINEX 𝑭𝒊𝒏𝒂𝒏𝒄𝒆 𝑺𝒖𝒎𝒎𝒊𝒕 and FINEX 9th GMM featured image

8th Ayala Corporation-FINEX 𝑭𝒊𝒏𝒂𝒏𝒄𝒆 𝑺𝒖𝒎𝒎𝒊𝒕 and FINEX 9th GMM

Honored to have been the keynote speaker at the 8th Ayala Corporation-FINEX 𝑭𝒊𝒏𝒂𝒏𝒄𝒆 𝑺𝒖𝒎𝒎𝒊𝒕 and FINEX 9th GMM. Thank you for the invitation to share about the Center for AI Research …

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GNAM Deans and Directors Meeting featured image

GNAM Deans and Directors Meeting

At the 2024 AACSB ICAM, joining a distinguished plenary panel alongside Asian Institute of Management President and Dean Jikyeong Kang, Dean Saïd Business School, University of …

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AACSB ICAM featured image

AACSB ICAM

At the 2024 AACSB ICAM, joining a distinguished plenary panel alongside Asian Institute of Management President and Dean Jikyeong Kang, Dean Saïd Business School, University of …

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