Experience

U-Reg

• Singapore
• IT Services and IT Consulting
• 1 - 100 Employee

• Full Stack Engineer

  • Nov 2022 - Present



Honest AI

• United Kingdom
• Software Development

• Full Stack Engineer

  • Sep 2021 - Oct 2022

  • Designed and developed upgradable smart contracts to perform token swaps and call off-chain APIs for pricing data using Solidity• Expanded our full stack web application to allow users to analyse floor plans using our proprietary machine learning model with Flask and Next.js• Designed, developed and deployed backend services for interacting with Amazon Kendra using Express.js servers and AWS EKS• Planned and managed tasks and workflows necessary for achieving product milestones with product and engineering team members• Collaborated with external consultants to identify and resolve security issues found within the system architecture of the products developed• Researched into implementation of smart contracts on Algorand Show less

• Machine Learning Engineer

  • Jan 2021 - Aug 2021

  • Developed the front-end website for a search engine web application in React using AWS Kendra• Annotated a dataset of planning applications for identifying floor plans and room types• Trained Region Based Convolutional Neural Networks for parsing floor plans and planning data using Pytorch• Designed a schema for PostgreSQL databases to store scraped data planning applications• Migrated functions in the front-end to backend services to address security concerns, leading to a significant reduction in the permissions granted to general users. Show less



Homely Apartments

• United Kingdom
• Hospitality
• 1 - 100 Employee

• Information Technology Analyst

  • Jul 2018 - Mar 2020

  • Designed and implemented automation of interactions between cloud systems using public APIs using Python successfully, cutting down the time spent by 90% on related tasks in the team. • Created and maintained an automated reservation system for cleanings in the company using Python, saving the team 8 hours of work per week. • Encouraged and taught other staff members to use the new systems implemented • Designed and implemented automation of interactions between cloud systems using public APIs using Python successfully, cutting down the time spent by 90% on related tasks in the team. • Created and maintained an automated reservation system for cleanings in the company using Python, saving the team 8 hours of work per week. • Encouraged and taught other staff members to use the new systems implemented