Projects & Research
2024
â–¼Botany Research
Fall 2024
HTML
Developed a comprehensive map of hundreds of wild plants on the University of Maryland campus, engaging numerous campus stakeholders and securing a UMD sustainability grant. Additionally, constructed a biogas reactor using plastic components to further support campus sustainability efforts.
Link2023
â–¼HackAPrompt
Spring 2023
ReactNode
Organized the first and largest competition on prompt injection. Secured $40K in sponsorship from major companies, including OpenAI, HuggingFace, and Scale. Collected and published the largest dataset of prompt injections (600K+ adversarial prompts) and developed the first taxonomical ontology of Prompt Hacking. The paper won Best Theme Paper at EMNLP2023.
PaperThe Prompt Report
Spring 2023
LLMs
Ran the largest study on prompting ever done. I lead a team of 32 researchers from U Maryland, OpenAI, Microsoft, Princeton, Stanford, and other institutions. Surveyed over 1500 papers and created a systematic literature review with comprehensive taxonomies of 100s of techniques.
PaperMine RL
Summer 2022 - Summer 2023
Reinforcement LearningPython
Helped organize the Minecraft Deep Reinforcement Learning competition. Also ported in various functionalities from Malmo and wrote 1000+ lines of code.
PaperStabilizing Hostilities through Arbitration and Diplomatic Engagement
Spring 2022 - Spring 2023
CI Pipelines
I led a team of graduate and undergraduate students in a DARPA-funded multi-university project aimed at building AI bots to play the board game Diplomacy while interacting with human players. As part of this initiative, I conceptualized and pitched four unique bot designs: Janus Bot, Janus Bot [Shortened], Janus Bot [MVP], and SOA Bot. I developed continuous integration pipelines to streamline development, implementing Dockerized testing and integrating precommit checks. Additionally, I built Vercel integration for the project's documentation website. I also authored a comprehensive report on DAIDE-English translation and developed a DAIDE syntax parser package to support communication protocols between the bots and players.
LinkThe Garden 🪴
Here are a few pictures from plants I've foraged, grown, or found. I do impromptu botanical research in my free time 🌿✨
Creeping Cucumber
Melothria pendula
Edible mini cucumbers that grow wild! (eat when green)
Ghost Pipe
Monotropa uniflora L.
This is a non-photosynthesizing plant
Yucca
Yucca sp.
That flower stem does taste like asparagus
Miscl. plants in a terrarium
A stunning leaf layout
Not sure what this plant is called
Just Nature
Pretty Orchids
Orchidaceae sp.
The Singapore Botanical gardens are known for their orchids
This could be 1 of ~750 plants in the genus
Russula sp.
Common Red Stem-Fig
Ficus Variegata
Its fruit grows directly on its trunk!