Open source / Selected repositories

The code
is open.

Small enough to inspect. Substantial enough to discuss. Four public projects, with the design decisions left in.

01 / Explore the source

01 / Browser ML

RealScore

Text scoring that runs entirely in the browser using TensorFlow.js and Universal Sentence Encoder.

React / TypeScript / TensorFlow.js

A decision worth reading

Local computation keeps the scoring path on the client. The repository explores grammar, coherence and vocabulary signals; it does not establish benchmarked scoring accuracy.

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02 / Storage & access

FileVault

File management with Supabase authentication and storage, expiring share links and revocation.

React / Supabase / Express

A decision worth reading

The README explicitly chooses individual file ownership over role-based access control. A focused single-user model, with the multi-tenant trade-off documented.

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03 / Support automation

Primelogz Bot

An asynchronous Telegram support bot with webhook delivery, FAQ matching and human escalation.

Python / FastAPI / Railway

A decision worth reading

Escalated conversations route to an admin chat. Timed reminders and idle auto-close give the support session a defined lifecycle.

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04 / Real-time visualization

Network Simulation

A simulated LAN topology rendered as a live graph over sockets.

React / Socket.IO / vis.js

A decision worth reading

The repository documents simulated scanning in this version. It demonstrates a real-time visualization path, rather than discovery of devices on a physical network.

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it work.

Selected contracts & automation

Selected software contracts and business automation. Tell me what needs to work better.