Stack and tools

Uses

The tools and workflows I reach for when building products, automation systems, and data pipelines.

Product and Strategy

  • Roadmapping and prioritization
  • PRD and technical spec authoring
  • Jira and GitHub Projects
  • Notion
  • A/B testing and experimentation

B2B SaaS

  • Internal platform design
  • Multi-tenant architecture understanding
  • Role-based access and permissions
  • CX tooling and workflow automation
  • Cross-team stakeholder alignment

AI, LLM and Automation

  • Multi-LLM chains
  • Prompt engineering
  • Agentic workflows
  • RAG pipelines
  • Webhook and state machine design

Engineering

  • Python and SQL
  • Cloudflare Workers
  • Docker
  • GitHub Actions
  • REST APIs
  • Meta Graph API
  • Zoho Deluge

Data and Instrumentation

  • Power BI
  • Metabase
  • Google Analytics
  • ETL pipelines
  • Attribution modeling