Machine Learning!

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Expect for some major changes to occur within the new few hours and days!

I've been working on AI and ML since 2018 and programmed my first neural network from scratch in middle school! I have a number of research and industry experiences in AI/ML. I'm specifically very interested in efficient ML and looking at low-level software and hardware optimizations.

Experiences

Model-Based Embedded Robotics (2025)

I created search-and-rescue multi-drone demonstrations! This used MAPF (with reinforcement learning) to plan drone trajectories.

Infinirate (2025)

I worked on rapidly developing AI prototypes and developing AI infrastructure! The startup is still in the stealth phase.

Bioinformatics Lab (2022-2025)

I worked on using and creating foundation models for predicting the functionality of ncexons.

AGI House (2024)

I worked on building efficient and accurate AI and ML algorithms and pipelines for internal stealth startups with a focus on RAG and CV, collaborating with startup founders in the area. My primary projects included building a performant search combining RAG and query search. I worked closely with building agentic AI frameworks!

From this experience, I learned how to ship accurate and performant AI applications!

Multimodal AI Lab (2024)

I worked on experiments to learn about different modality interact with each other to have a richer understanding of multimodal AI!

TigerGraph (2020-2022)

At TigerGraph, I worked on a number of cool projects involving NLP and knowledge graphs!

Projects

Core Developer of TorchQuantum [1.5k+ stars]

I've worked on expanding and maintaining TorchQuantum, a GPU-accelerated PyTorch-based framework for quantum computing and simulation. I've worked on streamlining the review process for new PRs, solidifying the structure of the framework, and added several new gates. I also penned a new tutorial.

AI Class Projects

Project	Description
ciphered-inference-accelerator	FPGA accelerator for neural network inference with fully homomorphic encryption!
private-lm-interactions	proof-of-concept post-quantum secure language model interactions!

OrderBot

For 6.421, I built a robot that could prepare foods from a human order given a list of random ingredients from a known set of ingredients.