Project background

Projects & Research

2024

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Botany 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.
Link
Botany Research

2023

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HackAPrompt

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.
Paper
HackAPrompt

The 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.
Paper
The Prompt Report

Mine 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.
Paper
Mine RL

Stabilizing 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.
Link
Stabilizing Hostilities through Arbitration and Diplomatic Engagement

The 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

Creeping Cucumber

Melothria pendula

Edible mini cucumbers that grow wild! (eat when green)

Ghost Pipe

Ghost Pipe

Monotropa uniflora L.

This is a non-photosynthesizing plant

Yucca

Yucca

Yucca sp.

That flower stem does taste like asparagus

Miscl. plants in a terrarium

Miscl. plants in a terrarium

A stunning leaf layout

A stunning leaf layout

Not sure what this plant is called

Just Nature

Just Nature

Pretty Orchids

Pretty Orchids

Orchidaceae sp.

The Singapore Botanical gardens are known for their orchids

This could be 1 of ~750 plants in the genus

This could be 1 of ~750 plants in the genus

Russula sp.

Common Red Stem-Fig

Common Red Stem-Fig

Ficus Variegata

Its fruit grows directly on its trunk!