Work
Selected recent work in agentic AI, computer vision, cloud platforms and blockchain, with my role on each. Earlier work is listed below. Client names are withheld.
Selected work
SaaS company, Singapore
Role AI architect
OCR extraction combined with LLM processing turns unstructured documents into structured, schema-conformant data with LLM-driven classification, deployed to isolated per-client AWS accounts.
AgTech company, Australia
Role ML architect and model engineer
Two-stage vision pipeline for poultry and livestock: YOLO detection localises animals, then ResNet classifies disease, weight and breed. Trained on IoT and CCTV data and shipped to mobile and web apps.
Consumer AI startup, Singapore
Role Contributing architect
LLM Q&A pipelines with tool calling, conversational memory and RAG over a predictions knowledge base, answering natively in Tamil, Hindi, Telugu, Malayalam and English, with credit-based billing.
Digital commerce company, Hong Kong
Role Designer and developer
A Model Context Protocol server that exposes coupon issuance, redemption and merchant operations to LLM agents, so the platform can be driven through conversation.
Large IT services provider, Singapore
Role Technical lead, full stack
AI-based cargo loading that sequences shipments by aircraft door configuration and cargo priority, integrated with ground-handling operations for real-time load planning at high throughput.
Large IT services provider, Singapore
Role Technical lead
A centralised hub integrating real-time flight schedules, terrain, arrivals and departures and climate data for regulatory operations and airport service planning.
Global SaaS company, Singapore
Role Solution architect and tech lead
Event-driven, serverless, multi-tenant microservices on AWS for creating, distributing and redeeming coupons at high volume, with Flutter mobile apps and secure payment integrations.
Global SaaS company, Hong Kong and Singapore
Role Solution architect
Ethereum smart contracts manage coupon creation, distribution, transfer, redemption and ownership across B2C, B2B and C2C workflows, with on-chain traceability that prevents counterfeit coupons.
Earlier work
Enterprise, SaaS, government and systems projects that shaped how I build today.
Large IT services provider, Singapore
Enterprise & Government · Cloud & SaaS
Global SaaS company, Hong Kong and Singapore
Blockchain & Web3
Legal-tech client, United Kingdom
AI & ML · Cloud & SaaS
SaaS startup, Singapore
AI & ML · Cloud & SaaS
Government technology agency, Singapore
Enterprise & Government
Telecommunications provider, Singapore
Enterprise & Government
Pharma software company, India
Cloud & SaaS
Gaming company, Romania
Cloud & SaaS
Retail group, Singapore
Enterprise & Government
Retail group, Singapore
Enterprise & Government
Cybersecurity company, Singapore
Systems & Embedded
Digital media company, India
Systems & Embedded
Embedded systems company, India
Systems & Embedded
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