A bit about my skillset

ML Systems

I build on-device inference pipelines and orchestration layers, bridging model intent with real-world actions across firmware and secure enclaves.

Systems Programming

Deep experience with C/C++, CUDA, ARM & x86 assembly, and Swift/Obj-C for performance-critical applications and low-level optimization.

Machine Learning

From federated learning and game-theoretic approaches to multimodal inference and autonomous agents, I design and fine-tune models for complex workflows.

Where I've been:

Apple

Senior ML Systems Engineer
November 2025 - Present

Apple

ML Systems Engineer
February 2024 - November 2025

Qualcomm

Research Intern, Speech R&D
May 2023 - August 2023

Amazon Alexa

Software Engineer, Speech ML
June 2021 - June 2022

Carnegie Mellon Robotics Institute

RISS Research Intern
May 2020 - September 2020

Walt Disney Attraction Technologies

Graph ML Research Intern
May 2019 - August 2019

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Some of my work

Pick some sections:

Machine Learning
Research
Reinforcement Learning
Embedded Devices
Optimization
Software

Unsolicited Thoughts

aka blog posts

IOT Projects

Documentation on my IOT projects from May 2021.

August 13, 2021