CPO with 15 years scaling fintech and e-commerce products across B2C, B2B, and B2G markets.
Specialising in SaaS, mobile (iOS/Android) & web development, AI/ML applications, and strong UX/UI.
Consistently delivered 3–5× revenue growth, 25–35% churn reduction, and 40–50% engagement lifts across different companies and industries.
Languages
Frameworks & Platforms
AI / ML
Cloud & Tools
IDE & Dev Tools
Publications on AI agents, LLMs, agentic engineering & AI unit economics.
🤖 AI Agents & Orchestration
- How to Build the Two Control Planes Your AI Agent Stack Needs
- The Evals That Actually Caught Bugs in Production (and the Ones That Didn’t)
- How to Give Your AI Agent 500+ Skills Without Blowing Up Its Context Window
- The Model Is 20% of the Agent. The Harness Is the Other 80%.
- Covered, Proxy, Gap: Three Words That Replaced “Does the Skill Work?”
- 5 Ways Your Agent Lies to Your Demo Test and How I Catch Them in Production
- Capability Evals for Agent Skills: From Installed to Proven
- I Gave My VPS an MCP Address So My New AI Agents Stop Starting From Zero
- The Production Traps Behind Long-Running AI Agents
- How We Turned Hermes Agent Into a Goal-Driven Operations Orchestrator
- The Real Managed Agents Update: Not More Autonomy, but Better Control Loops
🛠️ Claude Code & Dev Workflow
- How a 55-Line Ruleset Cut My Agent Token Costs by 47%: A Measured Case Study
- I Cut My Claude Code Context Overhead by 31% — Plugins Were Not the Problem
- From CLAUDE.md to Hooks: How to Make AI Agents Actually Follow Rules
- How Anthropic Managed Agent Helped Me Build a Self-Improving DevOps System
📦 Product, Strategy & Unit Economics
- «The Economics of Agent Failures: What a Single Bad Output Actually Costs»
- AI Agent Debt Shows Up as Review Hours
- The Agent Portfolio P&L: Which Agents to Kill, Cap, or Scale
- What My AI Agents Actually Cost and the Unit Economics That Say If They're Worth It
- The Only AI-Agent Metric That Matters: Cost per Retained Accepted Unit
- Code to Success: Enhancing Product Development with Strategic KPIs
I'm always open to interesting conversations about product, AI, and building great software.
