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foadnamjoo/README.md

Technical toolbox — hands-on
🧠 ML & LLMs Steering pipelines with layer/α sweeps on Llama 3.1 and Qwen-2.5, LLM-judge + JSON-schema eval guardrails, benchmark auditing — shipped three contrast datasets with Martian AI; earlier, a dual-stream CNN with attention for hyperspectral change detection.
⚙️ Systems, infra & wearables Sole developer of MotionPI, a privacy-first wearable-sensing platform behind an NIH field study: wristband → Flutter app → REST API → MongoDB, offline-first schema-validated sync at ~7.7M records/day with zero malformed writes; containerized services and reproducible builds across the stack.
🧮 Algorithms dKS: header-only C++ core with pybind11 Python bindings, CMake/Make builds, correctness tests against an O(n³) reference — plus sampling-based spatial scan statistics, ~3,000× faster than FlexScan.

Reported and reproduced a Flutter SDK bug (flutter#166937) — confirmed and P2-triaged by the Google framework team.

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  1. dKS dKS Public

    Header-only C++/Python library for the multi-dimensional Kolmogorov–Smirnov distance — near-linear algorithms, ~76,000× faster than baseline at 1M samples

    C++

  2. sampling-region-scan sampling-region-scan Public

    Code and figures for 'Sampling for Region-Aggregated Spatial Scan Statistics' — higher detection power, ~3,000× faster than FlexScan (arXiv:2607.01451)

    Python

  3. Vis-for-ENMO Vis-for-ENMO Public

    Interactive visualization of ENMO-based physical-activity detection for the MotionPI wearable-sensing platform

    HTML

  4. motionpi-behavior-monitoring motionpi-behavior-monitoring Public

    Compliance monitoring dashboard for MotionPI — a secure smartphone + BLE-wristband health-sensing platform streaming ~7.7M records/day (EAI SmartSP 2025)

    Python