Clarity survives
complexity
The record of an engineer — est. 2019.
FR. 001 / 137
DossierI
Full-stack engineer shipping fast, scalable, maintainable software since 2019.
Currently at AirAsia, where I spend most of my time on automation and AI-assisted tooling. Before that, three years inside a boutique studio delivering fifteen bespoke products — spanning SaaS, commerce, manufacturing, on-chain, and mobile. I started on a factory floor programming CNC machines, which is probably why I care so much about precision and repeatability in the systems I build now.
- 07
- YEARS IN PRACTICE
- 15
- PRODUCTS SHIPPED
- 05
- DOMAINS SERVED
- CURRENT POSTSoftware Engineer, AirAsia
- FOCUSFull-stack, AI & Automation
- AVAILABILITYRemote · Worldwide
MonographsII
PLATE 82-01AI-native training platform rewrite
2025 // AI WORKFLOWS
Rebuilt an enterprise training platform off a high-overhead legacy stack — chatbot, RAG, and video translation folded in as first-class capabilities.
−70%CLOUD SPEND
PLATE 82-02ECE attendance with face recognition
2025 // VISION SYSTEMS
Rekognition-driven attendance, real-time parent feeds, and centralized student records. Migrated off a legacy stack with a dual-sync, zero-downtime cutover.
70+CENTRES LIVE
PLATE 82-03Workforce ERP with AI attendance
2025 // AI ERP
Founder-built workforce ERP — employee records, AI-verified attendance, payroll computation, leave, and compliance reporting.
−90%PAYROLL-SYSTEM SPEND
LedgerIII
AUG 2024 — PRESENT
AirAsia
Software Engineer
Technology leadership across product workflows. Shipping AI-assisted automation into tooling used by ops teams.
MAR 2023 — AUG 2024
Techies App Technologies
Technical Lead
Led cross-functional teams. Drove technical strategy, product planning, and client engagement across a 15-project delivery pipeline.
SEP 2021 — AUG 2024
Techies App Technologies
Full-stack & Mobile Engineer
Fifteen custom solution projects shipped end-to-end. Cut delivery time in half through repeatable architecture and codegen.
2019 — 2023
Industrial & Mobile Engineering
Earlier engineering roles
Four years of CNC programming and factory-floor automation in parallel with first software roles integrating property-service APIs.
InstrumentsIV
- LANGUAGESTypeScript · Python · Dart · SQL
- FRAMEWORKSReact / Next.js · Node.js · Flutter
- INFRASTRUCTUREAWS · GCP · Postgres · CI/CD
- AI TOOLINGLLM APIs · RAG pipelines · agentic workflows · vision
MarginaliaV
- NOTE 01
From CNC to code
Four years on a factory floor, rewritten as engineering instinct. A CNC machine will do exactly what you told it to do — so will a computer, and that symmetry is not a coincidence.
- NOTE 02
Shipping fifteen in three years
Fifteen custom products in three years — SaaS backends, mobile apps, a web3 marketplace. The projects looked unrelated on the surface. They weren't.
- NOTE 03
Clarity Before Scale
Systems earn growth only after they can explain themselves in plain language. Scale was never the problem we thought it was — clarity was.
CORRESPONDENCE · VI