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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2

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hypersad/README.md

Hi 👋, I'm Mzc Li

A frontend developer and a machine learning engineer from USC and Washington University

  • 🔭 I’m currently working on Python and Machine Learning
  • 📫 How to reach me mzcli@outlook.com

🎓 Education & Research Experience

  • MS in Applied Computer Science — Fairleigh Dickinson University, Vancouver (May 2023 – Jul 2024)
    ▪ Research Volunteer in Business Analytics: Modeled loyalty program reward systems for stochastic simulation
    ▪ Virtual Software Engineer @ 65square: Real-time facial verification using MediaPipe, optimized API endpoints

  • Research Technician II — Washington University in St. Louis (May 2021 – May 2023)
    ▪ Built BIDS-compliant pipelines for multimodal MRI/PET preprocessing in MS & CSVD
    ▪ Integrated MTR as clinical biomarker; improved lesion tracking with U-Net + VAE inference
    ▪ Harmonized dMRI across scanners with ComBat / GAN / DDPM; reduced FA/MD variance
    ▪ Correlated imaging features with clinical disability progression and cognitive decline

  • MS in Neuroimaging and Informatics — University of Southern California (Aug 2019 – May 2020)
    ▪ FreeSurfer cortical QC via LGBM / Random Forest classifiers on aging cohort data
    ▪ Migrated CycleGAN and DCGAN for lesion-focused contrast synthesis

Languages and Tools:

aws bash c cplusplus css3 django docker express figma flask gcp git hadoop html5 java javascript kubernetes linux matlab mongodb mysql nextjs nginx nodejs opencv pandas postgresql postman python pytorch react ruby rust scala scikit_learn seaborn spring tailwind tensorflow typescript vuejs webpack

Pinned Loading

  1. wOOL/DNDT wOOL/DNDT Public

    Deep Neural Decision Trees

    Jupyter Notebook 163 56

  2. batmanlab/BayesComBat batmanlab/BayesComBat Public

    Harmonization of brain imaging features using bayesian inference

    Python 18 2

  3. freesurfer/samseg freesurfer/samseg Public

    Sequence Adaptive Multimodal SEGmentation (SAMSEG)

    C++ 15 6

  4. chatgpt-enhancer chatgpt-enhancer Public

    JavaScript