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💭
building.
💭
building.
19 followers · 24 following

Achievements

Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLO

Achievements

Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLO

Highlights

  • Pro

Organizations

@thedropbears

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outsidermm/README.md

Hi, I'm Xujing (James) Mao

CS student at Georgia Tech, currently pursuing the intersection of AI safety and production application. Happy to chat.

Connect

Cool projects

  • NeuroStream — Self-supervised EEG foundation model (PyTorch). Benchmarked a ViT masked-autoencoder against a CNN baseline and reproduced EEGNet on BCI Competition IV 2a within 2% of published accuracy.
  • Full Stack Airtable Clone — High-performance data grid (TypeScript, tRPC). Hybrid cursor/offset pagination over TanStack Virtual holding sub-200ms queries on 2M+ row Postgres tables, with a JSONB schema supporting 100K-row bulk inserts in 15s.
  • Hyperparameter Search — Optimization algorithm for TensorFlow/Keras VGG16 pipelines on CIFAR-100, cutting tuning time by 63% compared with conventional grid search.

Tech I work with

Languages C++ Python TypeScript JavaScript Java SQL

Systems & data PostgreSQL MongoDB Redis FastAPI Docker Twilio

AI & ML PyTorch TensorFlow MLflow

Tools Git Claude Code GitHub Copilot

Pinned Loading

  1. Heuristic-driven-Hyperparameter-Optimization-Algorithms Heuristic-driven-Hyperparameter-Optimization-Algorithms Public

    Python 1

  2. airtable-clone airtable-clone Public

    TypeScript

  3. nanogpt nanogpt Public

    Python

  4. neurostream neurostream Public

    Python

  5. thedropbears/pychargedup thedropbears/pychargedup Public archive

    The Drop Bears' robot code for FIRST Charged Up (2023)

    Python 5

  6. thedropbears/pycrescendo thedropbears/pycrescendo Public

    The Drop Bears' robot code for FIRST Crescendo (FRC 2024)

    Python 4