Marcia Louis
Digital IP Security AI Architect at Intel Corporation
Folsom, California, United States
Summary
👤
Senior🎓
Top SchoolMarcia Louis is a Digital IP Security AI Architect with 11 years of experience blending hardware accelerator design, machine learning, and security for resource-constrained systems. Currently at Intel and pursuing a Ph.D. in Computer Engineering at Boston University, she has designed energy-efficient ML accelerators (FoG, XFILES–DANA, Adaptive Classifier) and mapped ML workloads to RISC-V and microcontroller targets during internships at Google and Arm. Her work spans applied research in neurodegenerative biomarker detection using MRS and practical IP security for digital designs, demonstrating rare cross-domain fluency between biomedical ML and low-level hardware/software co-design. She has a track record of translating academic prototypes into deployable optimizations and tooling for ML on edge devices. Based in Folsom, California, Marcia pairs deep research rigor with hands-on engineering at industry scale, often focusing on energy-accuracy tradeoffs that are easy to overlook.
11 years of coding experience
7 years of employment as a software developer
Bachelor of Engineering (BE) Electronics and communication Engineering, Bachelor of Engineering (BE) Electronics and communication Engineering at MIT, Anna UniversityDoctor of Philosophy (Ph.D.) Computer Engineering, Doctor of Philosophy (Ph.D.) Computer Engineering at Boston University
English, Tamil
Github Skills (26)
python10
machine-learning10
deep-learning10
data-science9
tensorflow9
neural-network9
risc8
deep-neural-networks8
ml8
spectra8
risc-v6
rocket6
rapid5
chisel5
accelerator5
Programming languages (4)
Github contributions (5)
mars20/Bitminers
Apr 2015 - Apr 2015
Contributions:45 commits, 39 pushes, 1 comment in 11 days
mars20/tensorflow
Oct 2018 - Feb 2020
An Open Source Machine Learning Framework for Everyone
Contributions:38 commits, 6 PRs, 38 pushes in 1 year 4 months
pythondata-sciencedeep-learningmachine-learningframework-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.