Audience
For the MS entering an AI-native bio/pharma team.
You have eighteen months of specialized training in computational biology, biostatistics, bioinformatics, or applied ML for life sciences. You're entering a team where the senior scientists are using AI for work they used to assign to junior hires. Your competitive position is to be AI-native AND domain-deep — both are required, neither is sufficient. The toolkit for that calibration.
Guides
All guides →The H-1B PhD's risk arsenal: layoff-proofing inside your 60-day grace period
A layoff on H-1B status gives you 60 days. Here is a structured risk management framework for the first two weeks — and the open-source tools that reduce friction at every step.
Read →MS in bioinformatics / DS → industry: the AI-augmented job-search workflow
A 90-day plan for MS graduates pivoting from research-adjacent roles into industry data science, ML engineering, or applied bioinformatics. Concrete tools, concrete sequence, no motivational filler.
Read →You don't need a PhD to be a moat. Here's the MS playbook.
MS holders are routinely under-priced — by themselves and the market. The 18 months you spent specializing are not a watered-down PhD. They are a different instrument. Here's how to use it.
Read →Tools
All tools →actual
A local-first personal finance app
anki
Anki is a smart spaced repetition flashcard program
Continue.dev
Open-source AI coding assistant for VS Code and JetBrains. Brings model-agnostic chat, autocomplete, and edit-with-AI to your editor — connect Claude, GPT, local models via Ollama, or any OpenAI-compatible endpoint.
Logseq
A privacy-first, local-first, open-source platform for personal knowledge management. Outliner-based, with a graph view and Markdown/Org-mode files you fully own.
activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
listmonk
High performance, self-hosted, newsletter and mailing list manager with a modern dashboard. Single binary app.
aider
aider is AI pair programming in your terminal
AppFlowy
Bring projects, wikis, and teams together with AI. AppFlowy is the AI collaborative workspace where you achieve more without losing control of your data. The leading open source Notion alternative.
khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
Open WebUI
A self-hosted, feature-rich web interface for running local LLMs via Ollama. Supports multiple models, conversation history, RAG, and a plugin system — all running on your own hardware.
Cal.com
Open-source scheduling infrastructure for independent consultants and side-project operators. Self-host it or use their cloud tier. Calendly without the vendor lock-in.
Reactive Resume
Open-source, ATS-optimized resume builder with real-time preview. No accounts required, no data sent to third-party servers. Exports clean PDF and JSON.
open-resume
OpenResume is a powerful open-source resume builder and resume parser. https://open-resume.com/
resume-cli
CLI tool to easily setup a new resume 📑
Collections
All collections →Tracks for this audience
Every guide, tool, and collection on the site maps to one of these four tracks.