CAPABILITIES
Capabilities
The stack behind the systems — data engineering, ML, and the product layer that ships them.
DATA ENGINEERING
- Python
- SQL
- Pipelines / ETL
- Packaging & CI
- Schema & data quality
ML SYSTEMS
- PyTorch
- Audio DSP
- Evaluation tooling
- Fine-tuning data prep
- Vector quantization
PRODUCT ENGINEERING
- FastAPI
- React Native / Expo
- REST backends
- Deployment
- Web Audio
LANGUAGES
ENFRTE