requested skills
- tensorflow
- pytorch
- Jax
- Sparkml
- mlops
- opencv
- data pipelines
areas / projects
- python
- pypoetry https://python-poetry.org/
Large Language Models
)
- deep learning
- NLP
- snoffeecob taste sentiment analysis
- BTC sentiment analysis
- https://towardsdatascience.com/end-to-end-nlp-project-with-hugging-face-fastapi-and-docker-615a63d80c53
- computer vision
- raspberry pi camera analysis
- pattern recognition
- timeseries pv forecast
- timeseries parking forecast
- recommendation engine
- coffee match tester
meetups
- MLops meetup
companies
- nebius.ai
platforms
- Kubeflow (at ISS)
- Dask for parallel batch preprocessing,
- Katib for hyperparameter tuning,
- PyTorch Operator for multi-node/multi-GPU model training, and
- KServe for deployment
- effectively orchestrated from a single KFP pipeline
books
- Modern Time Series Forecasting with Python
- Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
- Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs