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serhiitrofimov/README.md

Serhii Trofimov

Entrepreneur · Builder · Explorer

Building and testing agentic systems at the intersection of business, AI and human decision-making.

I have spent much of my career building and operating businesses. Today, I am exploring how autonomous AI systems can move beyond answering questions toward researching, deciding, executing and learning over longer horizons.

This GitHub profile is the public evidence layer of that work.

I publish selected tools, experiments and findings when they can be useful independently — while the underlying systems and internal research may remain private.

Selected public work

Mission Zero Radar

Signal triage for AI agents.

A small decision layer for a recurring problem in agentic systems: an external signal appears — a new model, tool, competitor move, research finding or market event — but should it actually change what the agent is doing?

Mission Zero Radar turns that signal into a context-grounded verdict and a bounded next step.

Tested on a frozen evaluation set with 85% first-run holdout accuracy and 0% false BUILD_NOW decisions.

→ Mission Zero Radar

What I'm exploring

  • Autonomous and long-horizon agentic systems
  • Research and decision intelligence
  • AI applied to real business processes
  • Human judgment and control in autonomous systems

For my professional background and current work:

LinkedIn — Serhii Trofimov

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  1. mission-zero-radar mission-zero-radar Public

    Signal triage for AI agents: one verdict per external signal — build, test, commercially validate, watch, or ignore — against your current project context with a bounded next step.

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