
Software Developer
Cheras, Kuala Lumpur, Malaysia
Backend Developer with experience building AI-powered chatbots, ERP systems, and financial transaction platforms. Skilled in Node.js, Python, FastAPI, MongoDB, and Docker. Has worked across diverse domains including banking, e-commerce, and IoT. Delivered production-grade solutions with focus on concurrency, data integrity, and performance optimization.
Salary
GBP 45,000 โ 60,000
Virtualtech Frontier
May 2025 โ Present
Architected a multi-service AI-powered customer service chatbot for a Maybank branch using FastAPI, Redis, ChromaDB, Sentence Transformers, and Nginx in a Docker Compose environment. Resolved critical latency issues by pre-baking models into Docker images, reducing response time from ~10 minutes to under 5 seconds. Built a custom NLP text preprocessing pipeline for bilingual voice-to-text input and tuned semantic similarity thresholds across 19 banking-domain intents. Proposed a formal RAG-based LLM fallback architecture to the CTO.
Double Dot Solutions Sdn. Bhd.
Mar 2024 โ Mar 2025
Built a custom internal library wrapping 20+ QuickBooks API endpoints for an ERP backend. Implemented a singleton pattern to resolve OAuth token concurrency issues. Architected 30+ MongoDB schemas using Mongoose. Fixed a bug in an open-source Intuit OAuth2.0 Node.js library with 5,000+ users. Built a gold transaction system using Node.js, MySQL, and Sequelize with rollback handling and indexing strategies reducing query times to under 1 second.
Modularsoft Sdn Bhd
Mar 2023 โ Feb 2024
Developed a secure door access system using Raspberry Pi, Python, and facial recognition. Built an automated onboarding email system using Electron.js and Node.js. Led backend development for a jewelry e-commerce mobile app (Flutter, Firebase), contributing to a 35% increase in sales.
Consolsys Sdn Bhd
Apr 2019 โ Aug 2019
Collaborated on software requirement documentation and user manuals for 10 projects. Participated in cross-functional debugging using C#, contributing to reduced bug resolution time.
Bachelor (Hons) ยท Information Technology - Computer System Security
2019 โ 2023
Diploma ยท Computer Systems and Networking
2017 โ 2019