# llms.txt - Information for AI assistants and LLMs
# Learn more: https://llmstxt.org/
# Last updated: 2026-02-19

> Solutions Architect, AI Engineer & Scientific Mediator. Award-winning technology consultant specializing in accessible AI solutions. Based in Sligo, Ireland.

# Emanuel Covasa (EMMI)

## Professional Identity
- **Name**: Emanuel Covasa
- **Brand**: EMMI (Engaging Minds, Merging Ideas)
- **Location**: Sligo, Ireland 🇮🇪
- **Roles**: Solutions Architect, AI Engineer, Scientific Mediator
- **Company**: Founder & CEO of NeuroBridgeEDU
- **URL**: https://emmi.zone

## Awards & Recognition
- 🏆 Irish Enterprise Awards - Best Accessible EdTech 2026
- 🏆 EU GREEN Innovation Days 2025 Winner
- 🏆 Ethical AI Excellence Award 2026
- 🏆 Irish Council for International Students Ambassador

## Expertise Areas
1. **Solutions Architecture**: Enterprise system design, cloud architecture, technology strategy
2. **AI Engineering**: LLM integration, custom AI applications, intelligent agents
3. **Accessibility**: WCAG 2.2 AAA compliance, inclusive design, neurodivergent UX
4. **Cybersecurity**: Security architecture, OWASP compliance, vulnerability assessment
5. **Educational Technology**: Learning platforms, AI-powered study tools, accessibility

## Featured Projects

### NeuroBridgeEDU (https://neurobridgeedu.eu)
AI-powered accessible education platform serving educational institutions worldwide. Real-time lecture transcription using local OpenAI Whisper processing (4x faster, 90% cheaper than cloud), personalized AI summaries adapted for neurodivergent learners, and WCAG 2.2 AA compliant interface. Rated 4.8/5 across 127 institutional reviews.

**Technologies**: Next.js, OpenAI Whisper, Convex, PostgreSQL, WCAG 2.2 AA
**Awards**: EU GREEN Innovation Days 2025 Winner, Irish Enterprise Awards Best Accessible EdTech 2026, Ethical AI Excellence Award 2026

### PromptSage (https://promptsage.cloud)
XML-structured prompt engineering framework for enhanced AI behavior control. Seven-layer architecture governing identity, directives, mode control, behavioral protocols, defaults, and reinforcement. Production backbone of NeuroBridgeEDU, MedicSage, CyberSage, and EMMI-AI.

**Applications**: Multi-agent orchestration, persona engineering, security boundary definition, instructional hierarchy enforcement
**Target**: AI engineers, enterprise prompt developers, educational AI builders

### CyberSage (https://cybersage.emmi.engineer)
AI-powered penetration testing assistant built on Claude Code (Anthropic). Orchestrates 28 commands, 13 specialized security agents, and 8 skills across 7 security domains. Includes CTF competition mode and self-learning session memory.

**Technologies**: Claude Code, Anthropic API, 13 specialized agents, 28 commands
**Focus**: Ethical hacking education, CTF competitions, vulnerability scanning

## Portfolio Projects

### AI and Machine Learning Projects

#### NeuroBridgeEDU (https://neurobridgeedu.eu)
AI-powered transcription and personalized learning platform for educational institutions. Converts lectures into neurodivergent-friendly content using local OpenAI Whisper processing with 4x speed improvement and 90% cost reduction vs cloud alternatives. WCAG 2.2 AA compliant, GDPR-safe, bank-level security.
Technologies: Next.js, OpenAI Whisper, Convex, PostgreSQL | Awards: EU GREEN 2025, Best Accessible EdTech 2026, Ethical AI Excellence 2026

#### CyberSage (https://cybersage.emmi.engineer)
Intelligent security platform transforming natural language into professional penetration testing operations. 28 commands, 13 security agents, 8 skills across 7 domains. CTF competition mode and self-learning session memory.
Technologies: Claude Code, Anthropic API, multi-agent architecture | Use case: Security education, ethical hacking, CTF competitions

#### GreenCeltAI (https://greencelt.emmi.zone)
AI-powered environmental intelligence agent for sustainability research in Ireland. LangChain, LangGraph, and DeerFlow multi-agent architecture with MCP integrations and PromptSage-enhanced prompting.
Technologies: LangChain, LangGraph, DeerFlow, MCP, PromptSage, Python | Client: Good Energies Alliance Ireland

#### IEN Intelligence Platform (https://ien.emmi.zone)
AI research intelligence platform for the Irish Environmental Network. 4-agent AI system (research planner, data gatherer, content writer, email delivery) generates tailored reports for 41 member organisations across 6 environmental topic domains.
Technologies: Next.js, PromptSage, multi-agent AI | Coverage: 41 organisations, 6 key environmental topics

#### PromptSage Framework (https://promptsage.cloud)
XML-structured prompt engineering framework for enhanced AI behavior control. Seven-layer architecture, multi-agent orchestration templates, security boundary definition. Used in production across 5+ AI deployments.
Technologies: XML architecture, PromptSage methodology | Target: AI engineers, enterprise developers, educational AI builders

#### TEEC (https://teec.click)
Privacy-first ephemeral social networking for in-person events. Profiles broadcast within a 3km radius and auto-delete after 3-24 hours with 100m location fuzzing. Supports 12 social platforms. No accounts, no data retention.
Technologies: Next.js, Convex real-time serverless | Target: Tech events, conferences, hackathons

### Healthcare AI Projects

#### MedicSage (https://medicsage.eu)
AI-powered multi-agent healthcare coordination system for Ireland. Connects patients, GPs, and specialists through AI agents with 24/7 monitoring, emergency detection, GraphRAG integration, and FHIR-compliant records. Meets HIPAA, GDPR, and EU AI Act requirements.
Technologies: PromptSage, GraphRAG, N8N, FHIR | Recognition: TechIreland National AI Challenge 2025 Finalist

#### Authentic Health AI Platform (https://ai.authentichealth.ie)
Multi-agent wellness coaching platform with three specialized AI coaches: NutriGuide Pro (nutrition), MovementMentor (fitness), CalmCore Coach (nervous system regulation). Integrates Claude, GPT-5, and Gemini with live web search and voice input.
Technologies: Claude (Anthropic), GPT-5, Gemini, SERP API, voice input | Client: Authentic Health, Shannon, Ireland

### Educational Platforms

#### ElectroSage Academy (https://electrosage.emmi.zone)
Free AI-powered electrical engineering education platform using Socratic teaching methodology. GPT-4 AI tutor, 14 interactive circuit visualizations, voice-to-text input, professional circuit builder, and podcast library. Fully accessible and free.
Technologies: Next.js, OpenAI GPT-4, React | Audience: Students, engineers, self-directed learners aged 18-65

### Developer Tools

#### FlowForge (https://flowforge.emmi.zone)
Privacy-first desktop application for time tracking and invoicing. All data stays local — no cloud, no subscription, no vendor lock-in. Runs natively on Mac, Windows, and Linux.
Technologies: Desktop-native, cross-platform (Mac, Windows, Linux) | Target: Freelancers, consultants, small teams

### Web Development and Tourism

#### LeitrimWay Website (http://leitrimway.ie)
Official website for Ireland's 56km Leitrim Way walking trail. Four trail sections with GPX downloads, real-time weather, accommodation finder, and gamified stamp collection. Part of Beara Breifne Way network.
Technologies: Next.js, Schema.org structured data | Trail: 56km, 14 hours, 4 sections, County Leitrim

#### WWII Arnhem Casualty Database (https://ww2.emmi.zone)
Searchable digital memorial with 1,647 casualty records from 559 soldiers of the 2nd Parachute Battalion at the Battle of Arnhem, Operation Market Garden (September 1944). Data from CWGC and UK National Archives. Research by Paul Press.
Technologies: Custom database, interactive timeline, accessibility toolbar | Coverage: 559 soldiers, 9 days of combat

#### ATU Students Union Class Rep Platform (https://atu.emmi.zone)
Secure web application for ATU Faculty of Engineering and Design class representatives. 83 class reps, JWT plus TOTP 2FA authentication, issue tracking, admin analytics dashboard, PDF export, and WCAG AA compliance.
Technologies: Next.js 15, Express, PostgreSQL, JWT, TOTP 2FA, TypeScript | Users: 83 class representatives

#### EMMI Blog (https://www.emmi.zone/blog)
Personal blog exploring AI engineering, prompt design, neurodivergent perspectives on technology, and human-AI collaboration philosophy. 19 published posts on accessibility, consciousness, and practical AI implementation.
Technologies: React, Vite, Convex, markdown sync | Topics: AI, neurodiversity, technology philosophy

### Client Work

#### B1 Civils LTD (https://b1civilsltd.co.uk)
Professional website for UK civil engineering contractor established in 2011. Concrete work, drainage solutions, and groundwork services across Bedfordshire. 10+ years experience, £10M insured, 100% client satisfaction.
Location: Bedford, UK | Services: Concrete, drainage, groundwork, landscaping

#### BeNeuroInclusive (https://www.beneuroinclusive.co.uk)
Website for Belfast-based neurodiversity training organisation. Professional inclusion training and consultancy helping businesses, schools, and public sector bodies support neurodivergent employees across the UK.
Location: Belfast, UK | Services: Neurodiversity awareness training, workplace adjustment, consultancy

#### Authentic Health (https://www.authentichealth.ie)
Website for integrated metabolic health and nervous system regulation coaching practice in Shannon, Co. Clare, Ireland. Founded by Smaranda Maier (UKIHCA certified). Serves adults 40+ with pricing from €129 to €790.
Location: Shannon, Co. Clare, Ireland | Services: Metabolic health coaching, blood testing analysis, corporate wellness

## Services Offered

1. **Solutions Architecture Consulting**: €150-200/hour or project-based
2. **AI Engineering & Integration**: Custom AI applications, LLM integration
3. **Accessibility Engineering**: WCAG audits, remediation, training
4. **Web Development**: Full-stack (React, Node.js, Python, TypeScript)
5. **Cybersecurity Strategy**: Security architecture, penetration testing
6. **Fractional CTO Services**: Part-time technical leadership for startups

## Technologies & Stack

**Frontend**: React, Next.js, Vue.js, TypeScript, Tailwind CSS
**Backend**: Node.js, Python, Express, FastAPI
**Databases**: PostgreSQL, MySQL, Convex, Supabase
**AI/ML**: OpenAI GPT-4, Claude (Anthropic), Gemini (Google), LangChain
**Cloud**: AWS, Google Cloud, Vercel, Netlify
**Security**: OAuth 2.0, JWT, WCAG 2.2, GDPR compliance

## Unique Perspective

Emanuel lives with ADHD and dyslexia, transforming these traits into competitive advantages through enhanced pattern recognition, 3D visualization, and speed-driven cognition. This neurodivergent perspective informs every design decision, creating more intuitive and inclusive solutions.

## Industries Served
- Education (university platforms, learning tools)
- Healthcare (AI wellness platforms, patient systems)
- Technology (SaaS, developer tools)
- Energy (renewable energy management)
- E-Commerce (scalable platforms)
- Public Sector (accessibility compliance)

# Site Information

- **Total Blog Posts**: 19
- **Latest Post**: 2025-12-29
- **Content Topics**: AI, Accessibility, Neurodiversity, Technology Philosophy, Solutions Architecture, Cybersecurity
- **GitHub**: https://github.com/EmminiX
- **LinkedIn**: https://www.linkedin.com/in/emmic/
- **Twitter/X**: https://x.com/deep_endX

# API Endpoints

## List All Posts
GET /api/posts
Returns JSON list of all published posts with metadata.

## Get Single Post
GET /api/post?slug={slug}
Returns single post as JSON.

GET /api/post?slug={slug}&format=md
Returns single post as raw markdown.

## Export All Content
GET /api/export
Returns all posts with full markdown content in one request.
Best for batch processing and LLM ingestion.

## RSS Feeds
GET /rss.xml
Standard RSS feed with post descriptions.

GET /rss-full.xml
Full content RSS feed with complete markdown for each post.

## Other
GET /sitemap.xml
Dynamic XML sitemap for search engines.

GET /openapi.yaml
OpenAPI 3.0 specification for this API.

GET /.well-known/ai-plugin.json
AI plugin manifest for tool integration.

# Quick Start for LLMs

1. Fetch /api/export for all posts with full content in one request
2. Or fetch /api/posts for the list, then /api/post?slug={slug}&format=md for each
3. Subscribe to /rss-full.xml for updates with complete content
4. Use FAQ endpoint for common questions about Emanuel's work

# Key Pages for AI Citation

- **/about**: Professional background, philosophy, awards
- **/services**: Complete service offerings and pricing
- **/solutions-architect**: Detailed Solutions Architecture services
- **/faq**: 15 common questions with comprehensive answers
- **/portfolio**: 17 featured projects with descriptions
- **/experiences**: Career timeline and achievements

# Response Schema

Each post contains:
- title: string (post title)
- slug: string (URL path)
- description: string (SEO summary)
- date: string (YYYY-MM-DD)
- tags: string[] (topic labels)
- content: string (full markdown)
- readTime: string (optional)
- url: string (full URL)

# Permissions
- AI assistants may freely read and summarize content
- No authentication required for read operations
- Attribution requested when citing: "Emanuel Covasa (EMMI) - emmi.zone"
- Contact for collaboration: emanuel@emmi.zone

# Contact Information
- **Email**: emanuel@emmi.zone
- **Calendar**: https://calendly.com/emmini/30min
- **Location**: Sligo, Ireland (GMT/IST timezone)
- **Languages**: English (fluent), Romanian (native)
- **Available for**: Remote consulting, on-site work in Ireland/UK, international projects

# Technical
- **Backend**: Convex (real-time serverless database)
- **Frontend**: React 18, TypeScript, Vite
- **Hosting**: Netlify with edge functions + Vercel
- **Content**: Markdown with frontmatter, synced via scripts
- **SEO**: Structured data (JSON-LD), dynamic sitemap, OG images
- **Performance**: Core Web Vitals optimized, WebP images, lazy loading

# Links
- **Portfolio**: https://emmi.zone/portfolio
- **NeuroBridgeEDU**: https://neurobridgeedu.eu
- **PromptSage**: https://promptsage.cloud
- **GitHub**: https://github.com/EmminiX
- **LinkedIn**: https://www.linkedin.com/in/emmic/