Singapore
Multidisciplinary engineer with 6+ years building digital products across aerospace, finance, logistics and advertising started out in advertising design before moving into full-stack development and eventually into data architecture and manufacturing analytics. What I've found over the years is that most technical problems are really process problems in disguise. Instead of jumping to a solution, I tend to spend time with the people on the ground, operators, supervisors, business analysts understanding how work actually flows before designing a solution. At Collins Aerospace, that approach has led to some of my most impactful work: Led manufacturing analytics that drove $545K in cost savings across production cells by helping operators and supervisors prioritize the right job orders in real time. Built a real-time asset tracking platform (Kinexon → Kafka → Databricks) now processing over 44 million records across 9 global sites, cutting data processing time by 78% Delivered a compliance portal adopted by 20+ product groups across 5 sites, improved process flow by 30% Beyond the technical delivery, I own the full product loop, from refining business scopes and managing backlogs, to running sprints, engaging in retrospectives, and day-to-day service operations for live systems. I enjoy bridging what the business needs and what the engineering team builds. I'm currently pursuing my Databricks Data Engineer certification and actively open to people-centred roles where adaptability and cross-functional thinking matter, Solutions Architect, Technical Product Manager, or Transformation Consultant across any industry.
Leading product delivery across multiple live digital solutions in aerospace manufacturing, from scoping and backlog management through to sprint execution, retrospectives, and production delivery. I serve as the primary bridge between business users, floor operators, and the engineering team, translating operational needs into technical solutions that reflect how work actually happens on the ground. Key projects: WIP-SWIP Manufacturing Analytics (Spot Award) Spearheaded a production analytics initiative monitoring 500+ work centers across 21 cells. Delivered $545K in cost savings by reducing WIP in Pump Gear Cell by 14% (~$252K) and Large Gear Cell by 35% (~$293K). Real-Time Location System (RTLS) Built a Kinexon → Kafka → Databricks (Bronze/Silver/Gold) data platform now serving 9 global sites. Processing 44 million records with a 78% reduction in processing time (6 min → 1 min 20 sec). MRO Quality Assurance Portal Led development of a compliance portal adopted by 20+ product groups across 5 sites. Drove 30% improvement in process improvement through UX research, usability testing, and A/B experiments. Material Expiry & Tracking System Built a logistics platform for 100+ operators achieving 35% cost savings through RPA-automated SAP data retrieval and proactive shelf-life forecasting.
Part of the founding engineering team at Temus, a joint venture between UST Global and Temasek, built to operate as a software centre of excellence serving regional business partners and enterprise clients. Worked across three major products simultaneously, each serving different user groups and business goals: Financial Data Portal Built the front-end using Next.js, Ant Design, and AG Grid to help BAs, developers, data scientists, and business users discover and work with Temasek's large, fragmented datasets, all consolidated into one platform. Implemented an auto-complete search with backend API integration to surface relevant datasets quickly. Also contributed to building the OpenAPI documentation layer using Redocly, allowing technical users to explore and test data APIs directly from the browser — reducing back-and-forth between teams and accelerating data adoption. Temus Intranet Portal & External Website Co-developed multiple screens across both the internal portal and public-facing website. Built a dynamic email system integrated with Azure Logic Apps that generates personalised newsletter templates based on topic, sending multiple simultaneously with distinct CSS layouts to different user groups on a weekly cadence. This removed the manual effort of managing separate email sends and ensured consistent, on-brand communication at scale. API Marketplace Microsite Built the front-end for an internal-facing platform that consolidated UST's capabilities and product catalogue in one place, allowing regional business partners to showcase offerings to clients and positioning Temus as a credible software centre of excellence. Integrated custom APIs and fetched OpenAPI specifications from AWS Lambda to power the marketplace, specification, and contact screens.
Delivered across four client-facing and internal projects spanning finance, retail, logistics, and B2B marketing, working across the full stack on each. IT Services — Portfolio Management System Co-developed an automated portfolio management system for Allianz to handle the daily operational load of managing a large fund portfolio. The manual process previously took close to a full working day, automation covered daily stock scraping, portfolio returns computation, factsheet generation, and email distribution. Built using ASP.NET Core MVC, Azure SQL, UiPath RPA, and UiPath Orchestrator. Retail Delivery — Progressive Web App (POC) Co-developed a proof-of-concept progressive web app for a retail delivery solution aimed at making last-mile delivery cost-effective for smaller retailers who couldn't compete with larger logistics players. Logistics — Warehouse Tracking App Co-developed a low-code warehouse tracking application using Microsoft PowerApps, Power Automate, Azure Stream Analytics, and Azure Blob Storage — enabling clients to schedule pickups and track deliveries in real time. Innovation as a Service Microsite Co-developed a B2B-facing microsite to showcase UST's innovation capabilities to enterprise clients and prospects. Built reusable components and screen layouts using Gatsby.js across the Home and Insights pages.
Started my career in advertising and design, working across local and regional clients on brand strategy, UX, and digital campaigns. Conducted customer journey mapping workshops to identify UX gaps. Designed website and mobile app flows, motion graphics, and multi-channel campaigns for clients including raiSE, Festival For Good, and French Film Festival. This is where I developed the habit of understanding the user before designing the solution — something I carry into every engineering project today.
Managed day-to-day business operations including financial oversight, product procurement, and business development. Developed and executed social media marketing strategies and facilitated internal training programs. Early exposure to the commercial side of running a business.