Hello,
I’m Marcus
I’m a senior at Carnegie Mellon University studying Artificial Intelligence. I am a published researcher, former AI/ML Software Development Engineer Intern at AWS, and former Head Teaching Assistant.
Projects
Needle
A deep learning framework built from scratch with reverse-mode autodiff and hardware-accelerated tensor operations
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Speech Transformer
An encoder-decoder Transformer for automatic speech recognition
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Actordentify
Chrome extension that identifies actors in TV shows
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Additional Projects
Experience
SDE Intern, AI/ML
Amazon Web Services
Santa Clara, CA, May 2025 – Aug 2025
Heterogeneous disaggregated inference for LLM serving in Bedrock
Undergraduate Researcher
Language Technologies Institute, CMU
Remote, May 2024 – Aug 2024
LLM-based evaluation metric for automated code reviews
Additional Experience