The programme

Three chapters on stage. Research talks at INFORMS and IEEE on reinforcement learning and game theory in energy markets. Then industry: analytics and AI in IT operations, FinTech, and insurance across Singapore, Seoul, Jakarta, Shanghai, and India. Now regional AI leadership: agentic AI in production, governance, and workforce readiness.

More than 100 sessions across Asia, North America, Europe, and South America.

World map of cities where I have spoken, across Asia, North America, Europe, and South America. Lived and worked in India, the United States, and Singapore. Seoul, South KoreaAmes, United StatesBengaluru, IndiaCharlotte, United StatesJakarta, IndonesiaKuala Lumpur, MalaysiaMelbourne, FL, United StatesPittsburgh, United StatesSan Francisco, United StatesWashington, D.C., United StatesAustin, United StatesBandung, IndonesiaBangkok, ThailandBoston, United StatesBuenos Aires, ArgentinaColumbus, United StatesDenver, United StatesDetroit, United StatesKharagpur, IndiaLas Vegas, United StatesMiami, United StatesMinneapolis, United StatesNew Delhi, IndiaParis, FranceSan Diego, United StatesSan Juan, Puerto RicoSeattle, United StatesShanghai, ChinaTampa, United StatesSingapore, Singapore
Spoken inLived and workedHome base today: Singapore
Asia
SingaporeSeoulBengaluruJakartaKuala LumpurBandungBangkokKharagpurNew DelhiShanghai
North America
AmesCharlotteMelbourne, FLPittsburghSan FranciscoWashington, D.C.AustinBostonColumbusDenverDetroitLas VegasMiamiMinneapolisSan DiegoSan JuanSeattleTampa
Europe
Paris
South America
Buenos Aires

Watch

Recorded conversations with clients and partners, posted on LinkedIn. The player loads from LinkedIn when you press play.

  • Mar 2026

    The enterprise AI roadmap

    With Serene Sia (Google Cloud), Ah-Jung Jeon (Mirxes), and Novitria Fajar Ilmayani (SAESL). Moderated by Manoj Menon

    Culture, responsible AI from day one, and centers of excellence that scale, in healthcare and aerospace manufacturing.

    Open on LinkedIn
  • Dec 2025

    Redefining the Vietnam SuperPort with AI

    With Dr. Yap Kwong Weng (YCH Group) and Lidya Salim (Google Cloud)

    How Kyndryl and Google Cloud brought generative AI and computer vision into logistics operations at the Vietnam SuperPort.

    Open on LinkedIn

2026

Taking agentic AI from demo to production, on regional and global stages.

  • Sep 29 to 30

    Data Centre World Asia (Singapore Tech Week)

    Are Your Facilities Ready for AI Workloads?

    With Amit Agrawal (Techno Digital), Travis Deutmeyer (ABB). Moderated by Virat Patel (Pioneer Consulting Asia-Pacific)

    PanelSingapore
  • May 5

    GovInsider AIxGov 2026

    Opening panel: Building AI-Ready Government

    With NUHS, NHG Health, AI Singapore, A*STAR

    ModeratorSingapore
  • May 5

    GovInsider AIxGov 2026

    From AI Ambition to AI Operations: why agentic AI that works in a demo dies quietly in production

    TalkSingapore
  • Mar

    Microsoft AI Tour Seoul

    From AI assistants to agentic, AI-native architectures

    TalkSeoul
  • Mar

    Twimbit and Google Cloud (video episode)

    The enterprise AI roadmap: culture, responsible AI from day one, and CoEs that scale

    With Ah-Jung Jeon (Mirxes), Novitria Fajar Ilmayani (SAESL), Serene Sia (Google Cloud). Moderated by Manoj Menon

    PanelSingapore

2025

Launching the ASEAN AI Innovation Lab.

  • Dec

    Google Cloud Cloudversations, with YCH Group

    Redefining the Vietnam SuperPort with GenAI and computer vision in logistics

    With Dr. Yap Kwong Weng (YCH Group), Lidya Salim (Google Cloud)

    Panel
  • Oct 27

    Singapore Computer Society

    Smarter Content and Ethical Intelligence: AI in the Creative Age

    PanelSingapore
  • Jul 29

    Kyndryl newsroom interview series

    How AI is reshaping operations in ASEAN

    With Ian Loe (Frasers Hospitality), Dr. Yap Kwong Weng (YCH Group)

    Interview
  • Jul

    AI Cloud Takeoff program (Digital Industry Singapore and Google Cloud)

    Kick-off of the July cohort, with hands-on labs on conversational AI

    WorkshopSingapore
  • Jul

    NUS Master of Science in Business Analytics

    Opening industry seminar: what it takes to thrive in analytics and AI

    With Deepraj Emmanuel

    LectureSingapore
  • Jun 24

    Launch of the Kyndryl ASEAN AI Innovation Lab

    Opening the lab with Digital Industry Singapore and Google Cloud

    With Philbert Gomez (DISG), Andrew Lim (Kyndryl), Mark Micallef (Google Cloud)

    LaunchSingapore
  • Jun 13

    AI Cloud Takeoff

    Solution demo: AI-led transformation by Kyndryl for Vietnam SuperPort

    ShowcaseSingapore
  • May 28

    Microsoft AI Tour

    Agentic AI applications in the enterprise

    TalkKuala Lumpur
  • May 19

    Google Cloud partner fireside chat

    Partnership for success

    With Chenglong Wu (CloudMile), Yash Thakker (Searce). Moderated by Elbert Bailey (Google Cloud)

    PanelSingapore

2024

Moving GenAI from prototype to production.

  • Sep 19

    Ortus Club and ISG

    Realizing Gen AI Centric Transformation for your Digital Workplace

    With Richard Howe (Kyndryl ASEAN CTO)

    RoundtableJakarta
  • Jul 10

    3rd Malaysian Banking Conference (Asian Institute of Chartered Bankers and ABM)

    Reimagining Customer Centricity in the Age of AI

    With Chaired by Manoj Menon

    PanelKuala Lumpur
  • May

    AWS Summit Bangkok

    Kyndryl Generative AI Navigator (LLMOps platform)

    ShowcaseBangkok
  • Apr

    Google Cloud Next '24

    Taking GenAI from prototype to production, responsibly

    With Manoj Palaniswamy

    TalkLas Vegas
  • Mar

    Google Cloud Partner Kickoff 2024

    Success stories from the GenAI Trailblazers program

    TalkSingapore

2023

Building the data and AI practice at Kyndryl.

  • Sep

    Google Cloud GenAI Trailblazers

    Two days of GenAI use case and prototyping workshops with four clients

    WorkshopSingapore
  • Jul

    Kyndryl and Ecosystm Data and AI Roundtable

    Keys to successful AI, the potential of GenAI, privacy and compliance

    RoundtableSingapore
  • Jul

    EDM Council

    How purpose-built data models let banks unleash AI

    With Shekhar Jadhav (Kyndryl). Moderated by Mike Meriton (EDM Council)

    Webinar
  • Jun

    Kyndryl and REVA University Hackathon on Plastic-Free Rivers

    Jury and mentor, AI for UN SDG 14 (life below water)

    WorkshopBengaluru (virtual)
  • May

    Kyndryl Technology Summit

    The Intelligent Enterprise and the Importance of Data and AI

    With AWS (Olivier Klein), Jabil (May Yap), Dell (PK Gupta), Elastic (Ajay Kushwaha)

    ModeratorSingapore

2020

Insurance AI across Asia, and a podcast of my own.

  • Mar

    In Conversation with AI Leaders and Innovators

    Host of a podcast with AI leaders, including Dr. David Hardoon, Céline Le Cotonnec, Swami Sekar, and Dr. Patricio Rocha

    Podcast
  • Feb

    AI in Enterprise Asia Conference

    Business Value Transformation Using AI in Insurance

    TalkSingapore
  • Jan

    AI in Insurance Summit

    Embracing AI for Value Creation in Insurance in Asia

    TalkShanghai

2019

Regional head of AI for Munich Re, on stage across Asia.

  • Nov

    AI Leaders Summit

    AI and ML in Financial Services and FinTech

    TalkSingapore
  • Oct 9
    TalkSingapore
  • Aug 1

    8th FinTech Innovation Forum

    Deploying Customer Data for AI in FinTech Applications

    With Narayan Ranganathan, Pranava Balakrishnan, Abhisek Ghosh

    ModeratorSingapore
  • Jul

    IBM Data Science Forum

    Delivering Innovative and Efficient Business Results Using AI in Insurance

    TalkSingapore
  • Jun

    Munich Re 5th Regional CEO Summit

    Turning Insurance Data to Revenue Using AI and ML

    TalkSingapore
  • Jun

    AI and DA market event

    Using AI and ML for Targeted Customer Engagement

    TalkSeoul
  • Apr

    Munich Re Executive Series

    Turning Data into Revenue

    TalkJakarta
  • Feb

    Asia Insurance Review, 4th Asia Conference on Big Data Analytics in Insurance

    AI and ML in Insurance Product Development and Pricing

    TalkSingapore

2018

Bringing AI into reinsurance.

  • Dec 5

    Big Data and AI Asia Show

    AI and Analytics Case Studies in Insurance

    TalkSingapore
  • Oct

    Singapore International Reinsurance Conference

    Munich Re Big Data Analytics and Cyber Zone

    ShowcaseSingapore
  • Jul

    NUS Institute of Systems Science

    Big Data Analytics and AI in Insurance

    LectureSingapore
  • Jun to Jul

    Singapore FinTech Association, FinTech Talent Program (cohort 3)

    Big Data Analytics and Machine Learning in FinTech

    LectureSingapore
  • Jun

    Korean Actuarial Society

    Big Data Analytics and AI in Insurance

    TalkSeoul
  • Feb

    FinTech Talent Program (cohort 2)

    Big Data Analytics and Machine Learning in FinTech

    LectureSingapore

2017

Teaching the first FinTech data science talent pipeline.

  • Oct to Nov

    FinTech Talent Program (cohort 1)

    Big Data Analytics and Machine Learning in FinTech

    With Anthony Ng

    LectureSingapore
  • Sep

    National University of Singapore

    Data Science in the 21st Century

    LectureSingapore
  • Aug

    Singapore Management University

    Big Data Analytics and Machine Learning in FinTech: Industry Trends and Use Cases

    TalkSingapore
  • Feb

    Big Data Singapore (Dataconomy)

    IT Operations Analytics: Top Industry Use Cases

    TalkSingapore

2014 to 2016

From professor to industry practice leader.

  • Feb 2016

    IFIM Convergence 2016

    Guest-of-honor address: Analytics in the Era of Digital Business

    KeynoteBengaluru
  • Nov 2015

    University of South Florida, Del and Beth Kimbler Lecture Series

    Analytics for the Internet of Things

    LectureTampa
  • Jun 2015

    IIT Kharagpur, ISI Kolkata and IIM Calcutta PG Diploma in Business Analytics

    Inaugural address to the first batch: Analytics, An Industry Perspective

    KeynoteKharagpur
  • Jun 30 to Jul 2 2014

    Spark Summit

    Distributed Reinforcement Learning for Electricity Market Bidding with Spark

    With Vijay Srinivas Agneeswaran

    TalkSan Francisco
  • Apr 2014

    INFORMS Business Analytics Conference

    Predictive Modeling of Medicare-related Readmissions Using Markov Chains and Machine Learning

    TalkBoston

Research era

Reinforcement learning, game theory, and carbon and electricity markets, presented at INFORMS, IEEE, IIE, and ALIO-INFORMS as a doctoral researcher and professor.

Show all 24 research talksHide research talks
  • Council on Energy, Environment and Water

    The energy-water-climate change nexus

    RoundtableNew Delhi
  • INFORMS Annual Meeting

    Multi-objective Optimization and RL for Identifying Optimal Emissions and Water Taxes in Electricity Markets

    With Ivan Saavedra (doctoral student, lead speaker)

    TalkMinneapolis
  • Industrial and Systems Engineering Research Conference

    A Competitive Markov Decision Process Model for the New Energy-Water-Climate Change Nexus

    With Ivan Saavedra

    TalkSan Juan
  • 3rd International Conference on Technology and Operations Management

    An Attribute Quality Sampling Strategy Using a Reinforcement Learning Methodology

    With Dr. Wilkistar Otieno

    TalkBandung
  • INFORMS Annual Meeting

    Optimal Bidding Strategies in Joint Electricity and Allowance Markets

    TalkCharlotte
  • INFORMS Annual Meeting

    Examination of Market Power in Carbon-constrained Electricity Markets

    TalkCharlotte
  • INFORMS Midwest Regional Conference

    Simulation-optimization Models for Market Power Assessment in Electricity Markets

    TalkColumbus, Ohio
  • IEEE Power and Energy Society General Meeting

    Assessing the Impact of Different Auction-based CO2 Allowance Allocation Mechanisms

    TalkDetroit
  • IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning

    Application of Reinforcement Learning-based Algorithms in CO2 Allowance and Electricity Markets

    TalkParis
  • Electric Energy Economics (E3) Group, Iowa State University

    Equilibrium Bidding Strategies in CO2 Allowance and Electricity Markets

    TalkAmes, Iowa
  • INFORMS Annual Meeting

    Equilibrium Bidding Strategies in Electricity and Cap-and-Trade Markets

    TalkAustin
  • ALIO-INFORMS International Meeting

    Game-theoretic Model for Energy Markets in a Carbon-constrained Environment

    TalkBuenos Aires
  • Electric Energy Economics (E3) Group, Iowa State University

    Capacity Expansion Planning and Optimal Bidding Strategies in Carbon-Constrained Environments

    TalkAmes, Iowa
  • IIE Annual Meeting

    Generation Expansion Planning under CO2 Emissions Control Programs

    TalkMiami
  • INFORMS Annual Meeting

    Capacity Expansion in Illinois Electricity Markets under Cap-and-Trade Programs

    TalkSan Diego
  • INFORMS Annual Meeting

    A Decision Support Tool for Generation Capacity Investments in Restructured Power Markets

    TalkWashington, D.C.
  • IEEE Power and Energy Society General Meeting

    A Matrix Game Model for Generation Capacity Expansion and a Reinforcement Learning Based Solution Approach

    TalkPittsburgh
  • NSF GK-12 Annual Conference

    Building the Foundations of Nanotechnology: From the Classroom to the Laboratory

    PosterWashington, D.C.
  • INFORMS Annual Meeting

    A Reinforcement Learning Approach to Finding Nash Equilibrium of Multi-player Matrix Games

    TalkSeattle
  • INFORMS Annual Meeting

    A Numerical Comparison of Equilibrium in Single Period and Multiperiod Games with Stochastic Demand

    TalkPittsburgh
  • Florida Academy of Sciences Annual Meeting

    Evolution of the STARS Project at USF

    PosterMelbourne, Florida
  • Florida Academy of Sciences Annual Meeting

    From Science Facts to Its Underlying Mathematics, Engineering, and Scientific Principles

    PosterMelbourne, Florida
  • INFORMS Annual Meeting

    Impact of Auction Rules on Market Power in Day-ahead Energy Markets

    TalkSan Francisco
  • INFORMS Annual Meeting

    An OPF Framework for Assessing Auction Strategies in Deregulated Electricity Markets

    TalkDenver