Driving AI-powered digital transformation through engineering excellence — TDD, BDD, Extreme Programming, and Lean practices. 25+ years building digital banks, leading 450+ engineers across 7 countries in Asia Pacific, EMEA, and beyond.
Technology executive and AI engineering leader with over 25 years of experience building world-class engineering cultures grounded in Test-Driven Development, Behaviour-Driven Development, Extreme Programming, and Lean/Agile practices. I believe great software comes from disciplined engineering — not shortcuts.
I've architected and launched 2 digital banks from scratch — Mox Bank (Asia's first virtual bank) and SaFi Bank Philippines — handling everything from core banking integration to regulatory compliance. Throughout my career spanning 7 countries (Singapore, Hong Kong, Philippines, Dubai, Malaysia, Japan, Romania), I've led 450+ engineers and built systems serving 90+ million users.
My expertise bridges cutting-edge AI/ML technologies with enterprise-grade banking infrastructure — from building Local LLMs for multilingual intelligence operations, to deploying ML pipelines for eKYC and fraud detection, to implementing AI-augmented engineering workflows that accelerate delivery while maintaining quality.
Currently focused on the intersection of AI engineering and engineering leadership — using AI to transform how teams build software, while maintaining the engineering discipline (TDD, BDD, XP, CI/CD) that makes quality sustainable at scale.
Great products are built by disciplined teams. These are the practices I embed in every engineering organization I lead.
Write tests first, then code. Design emerges from tests. Red-green-refactor cycle ensures every line of code is intentional, tested, and maintainable. Tests are the specification.
Shared understanding through living documentation. Given-When-Then scenarios bridge the gap between business and engineering. Everyone speaks the same language — from product to QA to developers.
Pair programming, continuous integration, small releases, collective code ownership, and sustainable pace. XP values — communication, simplicity, feedback, courage, and respect — are the foundation of high-performing teams.
Eliminate waste, optimize flow, continuous improvement. Value stream mapping, WIP limits, and fast feedback loops. Real agile — not process theater. Deliver value early and often through iterative development.
Every commit is potentially deployable. Automated pipelines from commit to production. Feature flags, canary releases, blue-green deployments. Ship fast, ship safely, ship often.
Using AI to accelerate development, code review, testing, and documentation. AI copilots, automated test generation, intelligent code analysis. Humans set the direction — AI amplifies the execution.
Practical AI engineering across the full stack — from training and deploying LLMs to building production ML pipelines and AI-driven products.
Building and deploying Local LLMs for speech-to-text, language identification, transcription, diarization, and real-time translation. Multi-language intelligence operations supporting 20+ languages.
DataFusion AI Systems
Production ML pipelines using BigQuery, Bigtable, Dataflow, and Google ML toolkit. End-to-end model training, serving, and monitoring for banking-grade reliability and regulatory compliance.
Mox Bank — Standard Chartered
eKYC, video KYC, fraud detection, and credit scoring using Advance.ai OneStop Platform and Vortex.ai. AI-powered risk management serving millions of users across Southeast Asia.
Advance Intelligence Group / SaFi Bank
Big data analytics platforms using ClickHouse, Apache Airflow, AWS Athena, Lambda, Kafka, and Spark. Multi-source data aggregation, correlation, real-time visualization, and actionable intelligence at scale.
HOOQ Digital / DataFusion
Natural Language Processing and Automatic Speech Recognition for multilingual operations. Language identification, transcription, speaker diarization, and real-time translation across 20+ languages.
DataFusion AI Systems
Retrieval-Augmented Generation for domain-specific knowledge systems. Model fine-tuning for specialized tasks. Building AI agents and autonomous systems for engineering workflows and business automation.
Current Focus
Mox Bank (Hong Kong) and SaFi Bank (Philippines) — from concept to production with full regulatory compliance
Built and mentored high-performing engineering teams across Digital Banking, DevOps, Data Engineering, and AI/ML
Systems built at HOOQ Digital and Singtel serving millions across Asia Pacific
Speaker at DevOps Days, Cloud Expo Asia, Fintech Festival, and industry events across APAC
PhD in Economics, 2 Master's degrees, plus Google Cloud, AWS, RedHat, Scrum Master, ITIL, CCNA
English, Romanian, Russian, Japanese — worked in Singapore, Hong Kong, Philippines, Dubai, Malaysia, Japan, Romania
DataFusion AI Systems
DataFusion Systems, part of the Lumine Group (previously under Nokia/Siemens), is a global leader in lawful interception and intelligence technologies. Reporting to CEO, leading 80+ Engineers and Product.
Advance Intelligence Group
Series D fintech AI startup valued at $2B USD, backed by SoftBank and Warburg Pincus. Products include AI-driven eKYC, fraud detection, credit scoring, and Atome (SE Asia's largest BNPL platform). SaFi Bank — digital banking arm in the Philippines. Reporting to CEO, leading 170+ Engineers and Product.
Singtel Enterprise — Singtel Group
Singtel is the largest telecommunications company in the Asia Pacific region. Singtel Enterprise provides services to businesses and government agencies including 5G, cloud, cybersecurity, IoT, and voice/collaboration. Reporting to VP of Singtel Enterprise and 5G, leading 30+ team members.
HOOQ Digital Inc. — Singtel Group
Joint venture startup between Singtel, Sony Pictures, and Warner Bros. offering OTT video service in Asia. Served 90+ million users across Asia Pacific, competing with Netflix, Amazon Prime, and Hulu. Reporting to CTO, leading 35+ team members.
Mox Bank — Standard Chartered
First digital bank in Asia, based in Hong Kong. Joint venture between Standard Chartered Bank, PCCW, HKT, and Trip.com. Operating under virtual banking license granted by HKMA. Reporting to CEO, leading 120+ team members.
Standard Chartered Bank
Global banking and financial services company operating in 60+ countries. Managed Enterprise Data Management (EDM) program. Reporting to CDO, leading 450+ team members.
Commerzbank AG
Commerzbank AG
Merrill Lynch
Daiwa Securities — SMBC Group
Mobiliaria Corp.
Transcontainer Limited — NYK Group
Academy of Economics Studies
Issued by Google Cloud
Issued by Google Cloud
Issued by Google Cloud
Issued by Amazon Web Services
Issued by Red Hat
Issued by Scrum Alliance
Issued by HP IT Professional Certifications
Issued by CISCO Networking Academy Program
May 2025 – DevOps Days Singapore 2025 (Panel Discussion)
October 2022 – CIO/CDO SEA Live Series Singapore
Apr 2021 – TestingConf - ANZ
Oct 2020 – Forefront Events
Oct 2020 – IBM/Red Hat - CXOCIETY
Oct 2020 – Cloud Expo Asia CrackTheCode
Sept 2020 – Cloud Expo Asia Hong Kong 2020
Aug 2020 – Cloud Expo Asia CrackTheCode DevOps Transformation Series
Apr 2020 – NUS ISS The Digital Agility Community of Practice (CoP)
Jan 2020 – Open APIs Innovation Asia 2020 Conference
Dec 2019 – 1st NGINX Singapore Meetup
Dec 2019 – 2nd DevOps 2019 Conference Singapore
Jul 2019 – Testcon2019 Singapore
Mar 2019 – QA Financial Singapore Leadership Seminar
Feb 2019 – Singapore Amazon AWS Meetup
September 2022
Dec 2018
Oct 2018
Oct 2018
Aug 2018
Mar 2018
Mar 2018
2017
2017
2017
2016
2016
Mar 2016
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
Medium, Dzone
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Medium, Dzone
Medium, Dzone
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Medium, Dzone
2009, at the 33rd ARA Congress
2008, at the 32nd ARA Congress
2007, at the 31st ARA Congress
Romanian National University Research Magazine - Research Paper 2002
Romanian National University Research Magazine 2001
Romanian National University Research Magazine 2001
Romanian National University Research Magazine 2000
Romanian National University Research Magazine - Research Paper 2000
Romanian National University Research Magazine - Research Paper 2000
Romanian National University Research Magazine - Research Paper 1999
Romanian National University Research Magazine - Research Paper 1999
Romanian National University Research Magazine - Research Paper 1999
Academy of Economic Studies
Bucharest, 1998 - 2002
Academy of Economic Studies
Bucharest, 2000 - 2001
Academy of Economic Studies
Bucharest, 1999 - 2000
Academy of Economic Studies
Bucharest, 1993 - 1998
EDEN – Management Institute
Bucharest, 1991 - 1995
Singapore, 2021
Singapore, 2019
Bengaluru, 2017
Singapore, 2017
Singapore, 2016
Singapore, 2014
Singapore, 2013
Singapore, 2012
Singapore, 2010
Singapore, 2010
Singapore, 2010
Singapore, 2010
Bucharest, 2002
2018 - Present
2008 - 2017
2003 - 2007