AI Autonomous Cybersecurity Platform

• Developing AI autonomous cybersecurity platform
• Automated code vulnerability detection and analysis
• Automated penetration testing capabilities
• Supply chain security automation

Security Innovation: Building next-generation AI-powered cybersecurity platform with autonomous threat detection,
automated vulnerability scanning, and comprehensive supply chain security capabilities.

Technology Leadership & Strategic Advisory

• Lead AI dev, and Data Engineering, before CTO Role
• Provided strategic technology leadership as CTO
• Advised on technology architecture and platform development
• Led technology strategy and innovation initiatives
• Guided technical team on best practices and architecture

Strategic Technology Leadership: Provided strategic technology leadership and advisory services, guiding technology architecture,
platform development, and innovation initiatives for Graph8.

Generative AI Consulting & Development

• Providing strategic Generative AI consulting services remotely
• Developing AI solutions using Python, Flask, Langchain, Langgraph
• Consulting on enterprise AI transformation strategies
• Building custom AI workflows and automation systems
• Creator of Testeze - automated testing AI
• Advising startups and enterprises on AI implementation

Current Focus: Leading next-generation AI consulting practice, helping organizations implement
cutting-edge generative AI solutions and strategic transformation initiatives.

Agentic AI Workflow Innovation

• Led company with several inventions in Agentic AI workflow space
• Built core product from ground up with advanced AI capabilities
• Hired and led technical team through intensive 15-month development cycle
• Successfully launched product to market with innovative AI features
• Pioneered new approaches to autonomous AI agent workflows

Innovation Achievement: Successfully built and launched breakthrough agentic AI platform, establishing
new paradigms for autonomous workflow automation in enterprise environments.

Created First AWS Internal Consultancy Practice

• Created first AWS internal consultancy practice within IBM
• Strategic technology consulting focused on Banking, Fintech, large Multinationals
• Fast-track candidate for IBM Distinguished Engineer program
• Led complex cloud transformation projects for enterprise clients
• Developed innovative AWS solutions for financial services sector

Strategic Innovation: Pioneered hybrid AWS-IBM consulting model, creating new revenue streams and
establishing IBM as a leading AWS partner in the financial services sector.

ASEAN Professional Services Leadership

• Principal Architect/Consultant for ASEAN Professional Services
• Led DevOps and Microservices specialties at AWS
• Major clients: DBS, HSBC, Standard Chartered, Sony, Malaysian Airlines
• Led high-profile big data programs and real-time ticketing systems
• Patent applied for automated DAO project planning

Regional Impact: Established AWS as the leading cloud provider in ASEAN financial services,
architecting transformative solutions for major regional banks and enterprises.

Setup China Cloud and DevOps Engineering Centre

• Established China Cloud and DevOps Engineering Centre in Tianjin, China
• Introduced DevOps and cloud computing to the organization
• Created engineering centre of excellence for Cloud Operations automation
• Developed industry-leading Cloud Operations automation for Financial Markets
• Completed Operations refactoring 3 months ahead of schedule
• Established foundational practices for cloud-native transformation

Organizational Transformation: Pioneered DevOps and cloud adoption at Standard Chartered, establishing the China Engineering Centre
and introducing transformative cloud practices that became foundational to the bank’s technology strategy.

Created First Container PaaS Technology

• Pioneered container platform technology - Predated Docker by several years (2011/2012)
• Invented one of the earliest Container platforms and Service Meshes
• Developed software-defined networking for container orchestration
• Created extremely fast provisioning capabilities (<1 second from request to running application)
• Built union filesystem layering for efficient container management
• Established API-first design principles for container platform

Groundbreaking Innovation: Created the first container PaaS technology years before Docker became mainstream,
establishing foundational principles for modern containerization and software-defined networking.

Global Banking Chief Architect

• Created world-class Architecture function in Asia Pacific region
• Built global technology leadership presence across APAC
• Established architectural standards and best practices for regional operations
• Led strategic technology initiatives across multiple business units
• Architected enterprise-scale banking systems and infrastructure

Global Architecture Leadership: Established Bank of America’s architecture function in Asia Pacific, setting
strategic direction for technology platforms across the region’s banking operations.

Global Banking Chief Architect

• Implemented Global Methods Architecture for Best Technology Practices
• Led HSBC Reference Data program to unify data across all departments globally
• Drove One-HSBC program for enterprise-wide technology standardization
• Established architectural governance and standards across global operations
• Created frameworks for consistent technology delivery worldwide

Global Standardization: Transformed HSBC’s technology architecture through global standardization initiatives,
unifying systems and data across departments to create cohesive enterprise platforms.

Invented DevOps Vision Document

• Invented and created the first DevOps vision document
• Wrote founding principles of DevOps/Digital Transformation
• Implemented Operations restructuring across Morgan Stanley
• Principles now used throughout the technology industry
• Led successful team proving DevOps concepts in practice

Industry-Defining Innovation: Created foundational DevOps principles that became industry standard,
revolutionizing how technology operations are structured globally.

Pioneering AI Trading Systems

• Implemented fully automated hedge fund using advanced AI techniques
• Pioneered Neural Networks for algorithmic trading in the 1990s
• Developed Genetic Algorithms for portfolio optimization
• Built autonomous trading systems with real-time market analysis
• Created early machine learning models for financial prediction

Early AI Innovation: Pioneered automated AI trading systems decades before they became mainstream,
implementing Neural Networks and Genetic Algorithms for autonomous financial markets operations.