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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All 3 Web Development 0 Data Management 1 Data Visualization 0 Machine Learning 1 Infrastructure & AI 0 Scientific Computing 0 Integration & Tools 1 Process & Governance 0
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FREYA2.0 ML Orchestration Platform

FREYA2.0 - Distributed Compute Orchestration Platform

Machine Learning

A distributed compute orchestration platform for machine learning workloads. Registers and monitors GPU/CPU compute nodes, schedules job submissions against priority, fair-share and backfill algorithms, and tracks workloads through their full lifecycle. Four role-specific dashboards - System Administrator, ML Researcher, Resource Manager and Operations Monitor - sit on a JWT-authenticated REST API, backed by Delta Prism, a UV-built property graph database. Built in a one-week push in June 2025 and untouched since; currently dormant, not under active development.

Built with
Node.js Express TypeScript React 19 Vite AWS SDK (EC2, ECS, S3) JWT Delta Prism
Key features
  • Compute-node registration and heartbeat monitoring, with pluggable FIFO, priority, fair-share and backfill scheduling algorithms
  • Full workload lifecycle - submit, start, cancel, complete - with per-job CPU, GPU, memory and duration requirements
  • Four role-specific dashboards (System Administrator, ML Researcher, Resource Manager, Operations Monitor) on one authenticated API
  • JWT authentication with role-based access control across admin, operator and user roles

and 1 more

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The Forge internal engineering portal

The Forge

Integration & Tools

An internal engineering portal that consolidates technical documentation and operational tooling behind a single interface. The Forge pairs a searchable document library with a catalogue of infrastructure management tools, and exposes both through a token-authenticated REST API so other systems can query them programmatically rather than through the browser.

Built with
Python Flask JWT pytest AWS EC2
Key features
  • Searchable document library with in-browser viewing and direct download
  • Catalogue of infrastructure and cloud management tools with per-tool metadata
  • Token-authenticated REST API for programmatic access to documents and tooling
  • Sandboxed file handling with path validation and access controls

and 1 more

Delta Prism Property Graph Database

Delta Prism

Data Management

Next-generation property graph database platform engineered with Flask, PostgreSQL, and Redis, delivering high-performance analytics with GPU acceleration capabilities. Features dynamic schema evolution and enterprise authentication systems.

Built with
Flask PostgreSQL Redis CUDA/GPU Docker cuGraph
Key features
  • 36,276 ops/sec query throughput performance
  • GPU-accelerated graph algorithms (6x PageRank speedup)
  • Enterprise JWT authentication with RBAC
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