Projects
AEGIS
An opinionated, hardened Claude Code environment that extends the harness rather than replacing it: curated skills, always-on rules, quality-enforcing hooks, MCP servers, durable cross-session memory, and a quality toolchain, with deliberate model, effort, and permission defaults. It rides on Claude Code's native dynamic-workflow orchestration and supplies the reliability and standards layer around it. Installable via Claude Code Toolbox, backed by MCP Context Server, with quality gates enforced at runtime.
MCP Context Server
A high-performance Model Context Protocol server that gives LLM agents a durable, searchable memory layer beyond the context window. Thread-scoped storage over SQLite or PostgreSQL, with semantic, full-text, and hybrid search, cross-encoder reranking, pluggable embedding and summary providers, metadata filtering, and batch operations — all behind a standard MCP interface.
Claude Code Toolbox
A cross-platform installer and declarative environment-configuration framework for Claude Code. One YAML file captures all agents, MCP servers, slash commands, hooks, skills, rules, system prompts, and settings; one command installs everything on Windows, macOS, or Linux — portable, reproducible, centrally updatable.
CXR Draft Auditor
A research and educational quality-assurance tool that gives a chest X-ray draft impression a transparent second read. Two tiny 4B models — a fine-tuned MedGemma that grounds the image into labeled findings with bounding boxes and an NVIDIA Nemotron-3 Nano 4B that parses the draft into the same labels — feed a deterministic, model-free comparator that flags MISSING, UNSUPPORTED, and URGENT discrepancies, with every flag traced to a specific finding, a specific phrase, and a box on the image. Not a medical device and not a diagnostic tool.
AIR API — AI Retrieval API
An AI-driven retrieval platform that serves grounded answers from corporate knowledge sources (Help Centre + cTrader Admin Guide) to any AI assistant, support automation, or team workflow inside Spotware — through a REST API and a standards-compliant MCP server, with automatic twice-daily content refresh.
AILA — AI Localisation Assistant
An AI-powered localization system built at Spotware that combines approved terminology and translation memory with strong AI models to deliver fast, high-quality, on-brand translations at scale, dramatically improving time-to-market for localization across regions.
YouTrack MCP Server
A production MCP server built at Spotware that gives AI assistants deep, agent-optimized, multi-account access to YouTrack — issues, Knowledge Base articles, project schema, comments, and commands, read and write — with batch fetch, attachment access, ChatGPT Deep Research / Company Knowledge compatibility, and raw field selection the official server does not expose.
st-copy — Streamlit Copy-to-Clipboard Button Component
A tiny, theme-aware Streamlit component that adds a one-click copy-to-clipboard button to any Streamlit app. Distributed as the st-copy PyPI package; used in AI chat UIs and prompt-output surfaces where a clean, accessible copy button was missing from the Streamlit toolbox.
Hugo Artifacts
A public, MIT-licensed monorepo of reusable Hugo modules — five style-agnostic shortcodes (github-repo, hf-space, arxiv-paper, youtube-embed, callout) plus a universal SEO module and a production-grade PWA module — each independently versioned with its own go.mod. Every artifact ships semantic BEM markup, data attributes, and zero CSS, so it drops into any number of unrelated sites and is styled entirely by the consumer.
Claude Code Artifacts
A public, MIT-licensed library of reusable Claude Code artifacts — skills, hooks, rules, agents, slash commands, and environment configurations. Each artifact is a self-contained, environment-agnostic building block addressable by its raw URL: install one by referencing it from a single environment YAML that Claude Code Toolbox sets up for you, or copy it straight into your ~/.claude/ directory.
Agile Coach Pro
A ChatGPT Custom GPT that answers Agile, Scrum, Kanban, SAFe, LeSS, and XP questions on demand — grounded in verified, always-current learning sources curated by Agile Uni.
Single Platform for Retailers and Buyers
An envisioned e-commerce solution utilizing AI to personalize shopping experiences, minimize returns due to size and fit issues, and enhance decision-making for consumers. This concept aims to unify retailers and consumers on a single platform, creating a seamless and intuitive shopping journey.
Motion Bus Card Balance and Status Checks Telegram Bot
A Telegram bot designed to provide real-time balance and status checks for the Motion Bus Card, used for public transportation in Cyprus.
Machine Learning Prep and Train Toolkit
The ML Prep and Train Toolkit is an integrated suite of Python scripts that automates the data analysis, preprocessing, and training phases for binary classification models. It simplifies and accelerates the machine learning pipeline for data scientists and ML engineers.
Terraform Cloudflare Zone Module
This project encapsulates a Terraform module facilitating the efficient creation and management of Cloudflare zone resources, reducing the complexity of Cloudflare configurations. It is designed for DevOps engineers looking to streamline their workflow when working with Cloudflare within their infrastructure as code practices.