Profile
Dedicated Data Engineer and AI enthusiast with a focus on LLM. Skilled in leveraging AI technologies to drive innovation and solve complex challenges. Passionate about exploring the capabilities of Language Models and advancing the field of Artificial Intelligence.
Education

BEng Computer and Data Engineering

Sep 2017 – Jun 2021 at City University of Hong Kong

Experience

Data Engineer

From Jun 2021 to May 2023 at Varadise Limited, Hong Kong

Architecting scalable cloud-based infrastructure using AWS and Kubernetes.
Implementing robust data pipelines with Python, Kafka, and Airflow.
Deploying monitoring solutions with Grafana, Prometheus, and ELK Stack.
Automating CI/CD pipelines with GitLab CI/CD and Jenkins.
Mentoring junior engineers and fostering a culture of continuous learning and growth.

Ambassador

From Sep 2019 to Apr 2021 at CoolThink@JC, Hong Kong

Enriching young minds with STEM education programs alongside educators.
Inspiring students through engaging lessons in Scratch and App Inventor for Android.

Projects

Hong Kong Canadians Hackathon

Mar 2024

The Winner Team!
Developed a Next.js App hosted on Vercel with responsive design utilizing Tailwind CSS and supporting PWA.
Implemented a Java backend with QuickBooks Desktop SDK to sync inventory to cloud PostgreSQL.

Sharepoint Site Pages Migration

Dec 2023

Automated migration of SharePoint pages to Word format using web scraping and document conversion techniques, meeting client requirements.
Developed custom Python web scraping tools (DrissionPage, BeautifulSoup) to extract and organize data, including script tags.
Utilized Python and Pandoc to convert ASPX files to HTML and transformed them into user-friendly docx format.

GIS Dataset Ingestion

Oct 2023

Ingested and transformed 20GB+ geospatial data from internal and public SDIs into PostGIS, supporting GeoJSON, FGDB, GML, and GPKG formats.
Published 100+ GIS layers on GeoServer, enabling seamless integration with frontend apps via WFS and WMS functionalities.

Exam ChatBot

Sept 2023

Integrated GPT-4 and LangChain models into Azure AI Search, leveraging their advanced natural language understanding and generation capabilities for more effective responses and efficient storage and retrieval of exam materials.
Conducted data cleansing and preprocessing on exam materials for improved retrieval.
Optimized prompts for accurate addressing of syllabus-related inquiries.

Event Center

Apr 2022 to Jul 2022 at Varadise Limited, Hong Kong

Innovative Event Center project leveraging cutting-edge technologies.
Architected and developed a real-time message distribution system using Golang, Kafka, and AWS EKS.
Streamlined maintenance and agility through flexible architecture, achieving sub-second message consumption and production for high-performance event delivery.

Real-time Finger Vein Verification System

Sep 2020 to Apr 2021

Developed a deep learning-based recognition system using Python and PyTorch, compatible with the Futronic VS80 Finger Vein Scanner.
Implemented an innovative enrollment strategy to improve accuracy and efficiency.

Skills
  • Airflow
  • Ansible
  • ArgoCD
  • AWS
  • Git
  • GitLab CI/CD
  • Golang
  • Helm
  • JavaScript
  • Kubernetes
  • Kustomize
  • NextJs
  • Python
  • Terraform
  • TypeScript