Learned by doing
It hunts every skill I’ve practised
Move across the web. The further out a point sits, the more projects I’ve used it in. Still growing.
- Agents & tool calling: Agent loops, typed tools, role isolation. Used in AiOO, Operion, FleetSense, Wolf, Vox, Deflake, Focus.
- Evaluation & guardrails: Blind sets, red-teaming, evidence checks. Used in AiOO, Operion, Wolf, Vox, Deflake, Focus.
- Python services: FastAPI, pipelines, pytest. Used in Devoteam, AiOO, Operion, FleetSense, Wolf, Vox, Deflake, Focus.
- Interfaces: React, TypeScript, Next.js. Used in Notorify, AiOO, Operion, FleetSense, Wolf, Vox.
- Production operations: AWS, Linux, systemd, Nginx, OAuth. Used in AiOO.
- Deploy & containers: Docker, Vercel, Hostinger. Used in Notorify, Operion, Wolf, Vox.
- Workflow automation: n8n, messaging platforms, APIs. Used in Devoteam, AiOO, Pulsar.
- 3D for product: three.js, deck.gl, Blender. Used in Operion, FleetSense.
- Data & anomaly detection: SQL, statistics, robust z-score, EWMA. Used in AiOO, Operion, Wolf.
- ML fundamentals: Reinforcement learning, Gym. Used in Devoteam, Operion.
- Visual design: Photoshop, Illustrator, identity. Used in Notorify, AiOO, Wolf, GDG.
- Product & business: Stripe, SEO, i18n, running a company. Used in Notorify.
Ledger · 19 entries
Paper trail
- Machine Learning Crash CourseGoogle