Curriculum Vitae

Apple

• Designed, implemented, and deployed a production-grade LLM inference server from scratch for the Foundation Model Compute (Infra) team, enabling elastic autoscaling on accelerators, improving resource efficiency by 8x on real use-cases across cross-functional teams.
• Contributed to axlearn, Apple's largest open-source deep learning library.
• One of two intern projects from the org selected to present to Apple AI/ML leadership.

Caltech - Anima AI + Science Lab

• Developing new machine learning architectures capable of zero-shot super-resolution for solving families of Partial Differential Equations (PDEs) with arbitrary geometries.
• Incorporating new loss functions to neural operators (ex. physics losses) to improve training speed and data usage
• Performing ablation studies on neural operator architectures to understand the impact of different components on performance and compare against state-of-the-art models.
• Improving code quality and flexibility of the neural operator repository.

• CS 2: Programming Methods
• CS 3: Software Design
• CMS/CS/CNS/EE/IDS 155: Machine Learning & Data Mining
• CS/EE/IDS 143: Networks: Algorithms & Architecture
• SA 16: Cooking Basics :)

The MITRE Corporation

• Designed a pipeline leveraging Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to enhance domain-specific knowledge retrieval and automate the creation of security tests from Security Technical Implementation Guides (STIGs), accelerating security profile delivery by 500%
• Engineered an end-to-end DevSecOps pipeline for Security Automation Framework (SAF) using applications, libraries, and tools created by MITRE and the security community. Hosted pipeline on EC2.
• Automated pipeline for key tasks (hardening, validation, visualization) to inform platform owners of security risks and accelerate capability deployment in development, test, and prod environments by up to 500%
• One of ≈ 5 high school sophomores out of all the (500+) interns selected for the MITRE Internship Program
• Authored the SAF CLI (Command Line Interface), a software that streamlines security automation for IT Systems and DevOps pipelines with over 100,000 downloads by the security community.
• Created and published libraries to normalize outputs from various cybersecurity scanning tools into Heimdall Data Format for government sponsors and commercial partners, accelerating accreditation processes by up to 1000%.