Full-Stack | Software Engineer
AnabelleChan
Portfolio
I am a creative and determined Full-Stack Software Engineer with over 1.5 years of development experience in many high-impact projects with an extensive skillset in AI, deep learning and web application development, I am proficient in Python and in building robust systems such building virtual assistants using deep learning language models, a customer management system, task and asset management, and development of an efficient vehicle routing system. I enjoy working in fast-paced environments and believe in taking initiative and fostering open communication with my teammates, and thriving in collaborative work settings.
In my free-time I love to create art with food and make coffee! I also like weightlifting, doing yoga, read and travel around the world. Welcome to my portfolio!
Jun. 2022 – Present
▪ As a software engineer with over 1.5 years of experience in full-stack. I develop secure, strategically scalable code for
optimal project performance in the backend. I also ensure privacy and security of applications is of high
standards, oversee our team’s progress, plan development roadmaps and collaborate with stakeholders.
o
Developing a virtual assistant using Python, LangChain, HuggingFace Large Language Models,
PostgreSQL's pgVector and Qdrant vector database. Enhanced efficiency of program, transforming user
queries response times from 80s to as low as 3s.
o
Designed and implemented an end-to-end solution for bulk record ingestion involving a million records,
fuzzy query capabilities, and CSV export. Utilized Vue.js, Django and PostgreSQL database.
o
Contributed to development of a Vehicle Routing System with Python, Spring Boot, React, PostGIS
and PostgreSQL. Migrated 6.8 million geo-spatial CSV data and engineered trip-mapping features.
o
Constructed an Asset Management System using Java, Spring Boot, React and PostgreSQL.
o
Built a Task Management System with Docker and MERN Stack- MySQL, Express.js, React, Node.js.
▪Designing front-end web applications and conducting testing, addressing bugs, implementing clients’ feedback
on features.
Oct 2020 – Jan 2021, Singapore
Aug 2020 – Oct 2020, Singapore
Jun, 2018 – Jun, 2019, Singapore
Mar, 2017 – May 2017, Taiwan
Specialisation in Smart Manufacturing and Digital Factory, Nanyang Technological University
o Final Year Project
▪ Integration of Smart Contracts and Blockchain Technologies in logistics and supply chains. Technologies
used: JavaScript, Hyperledger Fabric, IBM Blockchain Platform.
o Machine Intelligence, Product Analysis Project
o Data Science and Artificial Intelligence, Aviation Accidents Data Analysis Project
o Certified in NUS Secure Software Development Lifecycle for Agile
o MSS Software Track Full-Stack
▪ 9-Week Full-Stack Web Development Course
Linkedin: https://www.linkedin.com/in/anabelle-chan/
Github: https://github.com/anabellechan