SystologyOnboarding
- AI/ML Workshop
—
ml
,
onboarding
,
privacy
A carefully curated set of practical, highly reproducible machine learning examples (PyTorch, Hugging Face, NumPy) featuring MPS-aware benchmarks and rigorous experiment hygiene for local hardware.
- Spark Trial
—
data-pipelines
,
etl
,
monitoring
and +1 more
An intensive end-to-end ETL processing example leveraging Apache Spark for large-scale parquet datasets; deeply focusing on strict schema handling, optimal partitioning, and reproducible aggregations.
- Video Analysis
—
extensibility
,
feature-extraction
,
media
and +1 more
An exploration of multimodal video feature extraction comparing Apple-native frameworks (Vision, AVFoundation, Core Image) against cross-platform C++/Python toolchains (OpenCV, pybind11) for ML prep.