Portfolio - Jason Liao

WikiGraph

Developed a Web App using Vis.js to explore Wikipedia through interactive displays of relevant entries and interconnections.

Deployed high-performance data storage and access using AWS DynamoDB to save user sessions.
Utilized NetworkX to store graph networks, including updates to edges and nodes with additional attributes.
Leveraged the Wikipedia API to retrieve search candidates and entry content, using Beautiful Soup to parse HTML for analysis.
Succeeded in building a well-functioning platform and achieved high marks as an Honours Year Computer Science Project.

Developed a low-code data analysis platform to simplify complex data analysis processes with Python and Flask.

Led a six-member group project as a core developer and debriefer and designed a cohesive frontend-backend system.
Integrated AWS RDS and deployed on Google Cloud Run using Docker, with Git-based automation for continuous deployment.
Established a robust email system using Flask-Mail for user verification, and managed Google Cloud Storage for dataset uploads.
Applied JSON for formatted report presentations and boosted data processing and analysis by integrating the OpenAI API.
Provided terms and conditions, a privacy policy and included an open-source statement page to meet compliance.
Designed an intuitive frontend with a clean user interface and a custom-designed project logo, enhancing overall user engagement and visual appeal.