Code:
I have used unix in various forms for a long time. I do most of my general scripting in python and have been doing machine learning recently in a mixture of pytorch and jax.
Software:
- I can do many interesting things with a combination of Cyberduck, ssh and tmux.
- Code management/continuous integration — gitlab, vercel, Railway.
- Chat — discord.
Stats:
- Frameworks — scikit, numpy, pandas, jax.
- Scaling — dask, ray, beam.
- Notebooks — jupyter, colab, Visual Studio.
- Machine learning — tensorflow, keras, pytorch, fastai, lightning.
- Orchestration — prefect, huggingface.
- Wrappers — fastapi, gradio, Runpod.
Frontend:
Backend:
- dns/https — cloudflare, letsencrypt.
- containers — kubernetes, microk8s, docker.
- virtual machines — harvester, proxmox.
- cloud — google cloud, amazon web services, digital ocean, azure.
- databases — SQLite, postgres, neon.
- analytics — amplitude.
- network — tailscale, routeros.
Business:
- project notes — notion, phorge.
- mail/docs — google workspace, mailerlite, sparkpost.
- people management — gusto, Auth0.