Independent projects · openly shared

One Billion Dream

One Billion Dream is the public home of independent projects, practical tools and experiments built openly by @SJpopov. I explore new ideas and share what I learn along the way. If something here helps or inspires you, you’re welcome to support the work.

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From ideas to working projects

Building independently means learning in public, improving honestly, and turning curiosity into something real.

Selected work

What I’m building

Practical tools, working systems and learning projects — each one built to solve a real problem or explore a better way of working.

Evidence-led Windows audit
Working prototype · validation ongoing

PC Audit Copilot

A read-only Windows security audit assistant that gathers evidence, explains suspicious findings in plain language, and keeps every proposed fix behind explicit approval.

Windows securityPowerShellEvidence-led AI
From comparison to a reviewable result
COMPARE
REVIEW
COMPLETE
In development · private

Insurance Workflow Automation

A professional workflow project focused on reducing repetitive work, comparing offers, and turning complex insurance processes into reliable, reviewable steps.

AutomationPythonReal-world workflow
Game automation · live operations
MISSION CONTROL● SYSTEM ONLINE
ACTIVE TASKS06
MONITOROK
ALERTS00
AUTOMATIONLIVE
RECOVERYREADY
UPTIME24/7
Working system · actively developed

Game Mission Control

A live automation and operations system for a browser strategy game, combining autonomous tasks, monitoring, alerts, recovery and a dedicated Mission Control dashboard.

Node.jsBrowser automationMonitoring
Learning becomes connected knowledge
CaptureRaw thoughts start in one simple inbox.
ConnectIdeas become small, linked and reusable notes.
ApplyLessons stay connected to the projects where they were learned.
Learning project · in progress

Knowledge System

A personal Markdown knowledge system that turns rough notes into connected concepts, preserves lessons from real projects, and makes learning easier to reuse over time.

MarkdownConnected notesAI-assisted learning

Building independently

Learning by making things real.

I’ve chosen to develop my ideas independently and turn them into real projects. Some are practical, some experimental, and all are part of the same journey: learning, creating, solving problems and sharing what I build.

S Follow the work on GitHub · @SJpopov ↗

Ideas for the future

Still on the horizon

Not promises or deadlines — just directions I want to explore when the right moment arrives.

01

An Independent Game

A complete original game — from its rules and world to the systems that make it feel alive.

02

Multi-Agent Workspace

A system where multiple AI agents can cooperate, preserve context and safely work on larger goals together.

03

More ideas coming

This space is meant to grow. New experiments will appear here as they become clear enough to build.

Why One Billion Dream?

Everyone has dreams.

Mine are to create freely, explore, discover, and build things that may be useful to others. One Billion Dream is my decision to keep working toward those dreams — openly, one project at a time.

✦Build useful things and share what I learn
✦Create with the freedom to follow meaningful ideas
✦Explore new places, technology and possibilities
✦Keep turning unlikely ideas into real projects