Hi, I'm Tony, a CS MS at Georgia Tech. I like to build things that extend human agency and help our best work become even better.
As steps toward this goal, my work spans LLM applications, data visualization and, custom deep learning models.
ProjectsEach project includes link to source code.
TEA - Natural Language Interface to DatabasePartners LLMs with rule-based systems, combining the natural language understanding capability of LLMs with the distill of understanding in formal query language that rule-based systems excel at. This hybrid model aims to bring NLIDB a step closer to reality by enhancing the system’s ability to handle complex and nuanced queries characteristic of diverse enterprise environments.Implementation of VLDB 14 'M4: A Visualization-Oriented Time Series Data Aggregation'Using a query rewriting system, reduces response time significantly for any visualization system that uses RDBMS as data source for time series data.
MoreYou can see more about me on Twitter.