This is
Chung-Yeh Yang

An end-to-end ML project that fetches data from YouBike API, builds a prediction model on the status of YouBikes in Taipei, Taiwan, containerizes it on Docker, and deploys it on AWS.

A scalable AI business consultant that uses a multi-tool LangChain agent and an asynchronous MLOps backend to deliver on-demand business analysis.

A project combining image and textual features to train a deep neural network fusion model on the VQA dataset for verifying image-question-answer matches.

A research project effectively combining topic modeling with large languages models (LLM) and multi-modal LLM to analyze artworks and capture trends.

An internship project that automates the process of cleansing, analyzing, visualizing, and reporting monitored air quality data utilizing multiple Python libraries.

An internship project that automates the scorecard generation process, streamlining presentation of Reset Embodied data using python-pptx package.

A group project on Doubled-Up homelessness, analyzing people who share housing due to economic hardship using SQL queries and interactive Tableau dashboards.

A group project analyzing COVID-19 trends including cases, deaths, and recovery changes by dates and countries with comprehensive data engineering tasks.

A research project implementing various LLM techniques like Chain of Thought, Tree of Thoughts, and CAMEL to build chatbots for psychological analysis and Big Five personality traits identification.

An individual project analyzing degree distribution and six degrees of separation in a large Facebook dataset using Breadth-First-Search on "Facebook: Social Circles" via Rust.

A comprehensive group project analyzing factors impacting European Ski Resorts' ticket prices, providing advice for tourists and pricing strategies for resorts.

A group project delving into the Boston Crime dataset to gain insights on crime patterns in Boston, including comprehensive data cleaning, exploratory analysis, and visualization.