Uses
Hardware, software and the ML stack I use day to day.
Last updated:
Hardware
- Laptop:
- Monitor:
- GPU / compute:
Editor & terminal
- Editor:
- Terminal and shell:
ML stack
- Frameworks: PyTorch, TensorFlow, scikit-learn
- Hyperparameter tuning: Optuna
- Experiment tracking and pipelines: MLflow, Kubeflow
- Data labelling: Label Studio
- Serving: TorchServe, FastAPI
- Generative AI: Hugging Face, LangChain, OpenAI API, Stable Diffusion
- Numerical and vision: NumPy, SciPy, Pandas, OpenCV, scikit-image
Languages and data
- Languages: Python, C++
- Databases: MongoDB, Redis
Infrastructure
- Containers and orchestration: Docker, Kubernetes
- Builds: Earthly
- Cloud: AWS (Certified Cloud Practitioner)