Digital Transformation Lead → AI Product Manager
I lead enterprise AI adoption and build the products that drive it, bridging strategy, technology, and teams from day zero to launch.
JJ Andy is a Digital Transformation Lead based in Singapore, driving AI and automation adoption across a ~400-person organisation. A hands‑on builder at heart, he simultaneously runs his own AI agency, shipping client workflows, marketing automation, and internal AI applications using n8n, Claude, and custom-built systems. He's moving into AI Product Management, bringing enterprise credibility and builder depth in one package.
Builds and ships real AI products from the ground up. Internal platforms, automation systems, agent workflows. Code written. Products launched.
Drives AI transformation at enterprise scale while operating with the speed and ownership mindset of a builder. Rare breadth that bridges big-company rigour with startup velocity.
Rare depth across financial markets, AI tooling, and product management. The exact combination MNC finance and tech teams need right now.
From internal enterprise tools to client-facing automation — real systems, in production.
Secure internal knowledge management platform where employees upload and query documents using open-source AI models, keeping sensitive data fully in-house. Includes a Legal module for cross-referencing contracts across all office jurisdictions.
AI-powered customer service bot on Telegram that automatically routes incoming tickets to the right team: customer support, NOC, or operations. Automated replies sent back to customers within minutes of every request.
Designed and deployed a multi-agent AI system for a marketing team. Coordinated AI agents generate content that stays on-brand, consistent in tone and story, guided by the company's brand guidelines end-to-end.
Live financial dashboard pulling real-time data from financial and news APIs, with automated daily AI news digests delivered to Telegram and email. All orchestrated through n8n workflows with zero manual intervention.
Tools and domains I work in daily — no progress bars, just real usage context.
12 completed certifications across AI, product management, and data — with more underway.