Software Project Showcase

Selected work across AI, HPC, and infrastructure - built where nothing existing fit, adapted where something already did.

Strategic Partnership

UuedViljapuuaiad OÜ partnered with CodeZero Group on these groundbreaking projects, with CodeZero leading the technical implementation under the visionary guidance of Andy Ramgobin, the brilliant mind behind these innovative solutions.

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Mimir

Process & Governance

A live knowledge-base hit-tracking service for UV's ROTC governance framework. Tracks how many times a known issue has been hit, by whom, and disseminates the solution once one exists - intended to replace and augment per-project Markdown KNOWN_ISSUES.md files with one central, queryable service. Matching is pure keyword scoring; no embeddings, no vector search.

Built with

Python 3.11 FastAPI SQLite uvicorn

Key features

Scope-aware exact match on a signature hash, followed by keyword scoring against a candidate pool, before a new issue is ever created
Three issue scopes - project-siloed by default, GENERAL to collapse the same issue across every project, or TECHNOLOGY to collapse by a shared technology tag
Admin-triggered dedup review queue that surfaces likely duplicate issues, within a project or across every project, for explicit human merge review
Reopen endpoint with an append-only audit trail, so a wrongly-closed issue can be corrected without editing or deleting any prior hit or solution record

and 1 more

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