Projects

• September 2023
• Liquid Level Detection with Tello Drone
• It enables the detection of liquid levels (empty, half, full) using drone technology and YOLOv5
• It can be applied in various scenarios, such as beverage packaging factories or chemical facilities, to monitor and manage liquid levels effectively

• March 2023
• Real-time Crypto Trading System with Transformer Model
• Leveraged Transformer AI Model, Alpaca API for optimized real-time trade execution and enhanced decision making

• January 2023
• Speech Emotion Detection & Summary API
• Detected aggressive behavior from speech and summarize the content to provide unbiased information
• Implemented Voice-to-text transformation API and utilized retrieved text to conduct emotion detection

• December 2022
• Data Lakehouse Solution with Airflow & Redshift
• Extracted music data from Spotify Web API and built end-to-end pipeline from data ingestion to Athena analysis
• Utilized Reshift to load and unload data from S3 and utilized Glue to crawl the data

Articles

• May 2022
• Interactive Dashboard for Cross-model Evaluation of Top-𝑘 Recommendation
• A web-based information system where people visually compare the performance of various recommendation algorithms and their recommended items by using multiple metrics

• March 2023
• Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions
• In this technical report, we took an initiative to investigate ChatGPT's capacities of playing fictional text games
• Showed that ChatGPT performs competitively compared to all the existing systems but still exhibits a low level of intelligence.

• March 2023
• 11 Feature Selection Metrics for Optimal Modeling Performance
• Explore the metrics that can guide the feature selection process for modeling